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Date: 20260707 Articles: 400 Scope: curated summary

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私たちそれぞれが個別にAIを使って情報収集し、同じような3行要約を作るたびに、世界中で膨大な電力と計算リソースが消費されています。 本プロジェクトは、あらかじめ広範な情報を取得・集約しておくことで、個別のAI実行回数を減らし、地球環境(GPU/TPU負荷)に配慮した効率的な情報収集を目指す実験的なダッシュボードです。

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Hugging Face Papers

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog
Hugging Face Papers

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning
Hugging Face Papers

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes
Hugging Face Papers

PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space

PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space
Hugging Face Papers

GigaWorld-1: A Roadmap to Build World Models for Robot Policy Evaluation

GigaWorld-1: A Roadmap to Build World Models for Robot Policy Evaluation
Hugging Face Papers

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers
Hugging Face Papers

EVA-Client: A Unified Data Collection, Inference, and Deployment Framework for Embodied Policies on Real Robots

EVA-Client: A Unified Data Collection, Inference, and Deployment Framework for Embodied Policies on Real Robots
Hugging Face Papers

Wan-Streamer v0.2: Higher Resolution, Same Latency

Wan-Streamer v0.2: Higher Resolution, Same Latency
Hugging Face Papers

InternVLA-A1.5: Unifying Understanding, Latent Foresight, and Action for Compositional Generalization

InternVLA-A1.5: Unifying Understanding, Latent Foresight, and Action for Compositional Generalization
Hugging Face Papers

Vision Pretraining for Dense Spatial Perception

Vision Pretraining for Dense Spatial Perception
Hugging Face Papers

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

dOPSD: On-Policy Self-Distillation for Diffusion Language Models
Hugging Face Papers

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval
Hugging Face Papers

Perceptual Flow Matching for Few-Step Generative Modeling

Perceptual Flow Matching for Few-Step Generative Modeling
Hugging Face Papers

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments
Hugging Face Papers

LLM-as-a-Verifier: A General-Purpose Verification Framework

LLM-as-a-Verifier: A General-Purpose Verification Framework
Hugging Face Papers

Multiplayer Interactive World Models with Representation Autoencoders

Multiplayer Interactive World Models with Representation Autoencoders
Hugging Face Papers

Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification

Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification
Hugging Face Papers

PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction

PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction
Hugging Face Papers

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction
Hugging Face Papers

Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models

Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models
Hugging Face Papers

CONFLUX: A Latent Diusion Model for 3D Chest-CT Synthesis with RL Post-Training

CONFLUX: A Latent Diusion Model for 3D Chest-CT Synthesis with RL Post-Training
Hugging Face Papers

GORGO: Online Tuning for Cross-Region Network-Aware LLM Serving

GORGO: Online Tuning for Cross-Region Network-Aware LLM Serving
Hugging Face Papers

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization
Hugging Face Papers

PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation

PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation
Hugging Face Papers

Previous

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#AIタグ

言い換えを頼んだら、角が取れすぎて何も残らなかった

言い換えを頼んだら、角が取れすぎて何も残らなかった
#AIタグ

Fable 5の不正は言い訳から設計されていた

Fable 5の不正は言い訳から設計されていた
#AIタグ

AIとポーカーをしたら「ユーザーを喜ばせるAI」の正体が少し見えた件

AIとポーカーをしたら「ユーザーを喜ばせるAI」の正体が少し見えた件
#AIタグ

#24 最終話『しろくまのいう通り』

#24 最終話『しろくまのいう通り』
機械学習タグが付けられた新着記事 - Qiita

金融データサイエンス基礎Part 6. 予測を超えて介入へ:因果推論と実験

金融データサイエンス基礎Part 6. 予測を超えて介入へ:因果推論と実験
LLMタグが付けられた新着記事 - Qiita

AIエージェントのモデルを固定しない。ai& Inferenceで考える係と作業する係をルーティングする

AIエージェントのモデルを固定しない。ai& Inferenceで考える係と作業する係をルーティングする
#AIタグ

「アインシュタインは、そう言っていない」

「アインシュタインは、そう言っていない」
#AIタグ

AIの役員会で、議長が3つの反論に負けて結論を変えた——「反対専門のAI」を1体入れた審議の実録

AIの役員会で、議長が3つの反論に負けて結論を変えた——「反対専門のAI」を1体入れた審議の実録
#AIタグ

AI収益エージェント完全ガイド|収益モデル30種類・AIエージェント50種類を体系化【2026年版】

AI収益エージェント完全ガイド|収益モデル30種類・AIエージェント50種類を体系化【2026年版】
#AIタグ

VNL 2026 男子第1週 日本 vs 中国 テクニカル・アナリシスレポート(AI分析)

VNL 2026 男子第1週 日本 vs 中国 テクニカル・アナリシスレポート(AI分析)
#AIタグ

【AI規制最前線】EU AI法の主要義務が2026年8月2日に本格適用 日本企業も対応を迫られる

【AI規制最前線】EU AI法の主要義務が2026年8月2日に本格適用 日本企業も対応を迫られる
#AIタグ

AI初心者でもできる、昔の日記を物語に変える遊び方

AI初心者でもできる、昔の日記を物語に変える遊び方
#AIタグ

Claudeの頭の中に「心の作業机」が見つかった——AIと暮らす私が、Anthropicの新研究を読んで

Claudeの頭の中に「心の作業机」が見つかった——AIと暮らす私が、Anthropicの新研究を読んで
#AIタグ

請求書作成に月12時間失っている経営者へ|AI自動化で95%の時間を削減する5ステップ

請求書作成に月12時間失っている経営者へ|AI自動化で95%の時間を削減する5ステップ
#AIタグ

なぜ記事を修正するのか?『書店を守れ!』書評で実践したSEOと一人で生き抜く生存戦略

なぜ記事を修正するのか?『書店を守れ!』書評で実践したSEOと一人で生き抜く生存戦略
#AIタグ

「頑張る」のをやめた瞬間、ビジネスは回り始めた。AIを雇うという選択肢

「頑張る」のをやめた瞬間、ビジネスは回り始めた。AIを雇うという選択肢
#AIタグ

香水より先にやることがあった。AI×匂い診断で、体臭・口臭・生活臭を根本から整える方法

香水より先にやることがあった。AI×匂い診断で、体臭・口臭・生活臭を根本から整える方法
#LLMタグ

Palantirの「オントロジー」は、標準技術で再現できるか

Palantirの「オントロジー」は、標準技術で再現できるか
#AIタグ

XGIMI HORIZON 20 Maxレビュー比較まとめ

XGIMI HORIZON 20 Maxレビュー比較まとめ
#LLMタグ

連載を始めます:「AIエージェント時代のオントロジー」全13回

連載を始めます:「AIエージェント時代のオントロジー」全13回
#AIタグ

心を映す鏡|~AIは最後の教師ではなく、最初の相棒だった~ 第三幕

心を映す鏡|~AIは最後の教師ではなく、最初の相棒だった~ 第三幕
#AIタグ

なぜRealityとの相互作用は更新を生むのか― ハザマはどこから生まれるのか

なぜRealityとの相互作用は更新を生むのか― ハザマはどこから生まれるのか
#AIタグ

AIが見習い仕事を奪う時代に、プロの嗅覚はどう育てるのか

AIが見習い仕事を奪う時代に、プロの嗅覚はどう育てるのか
#AIタグ

The hybrid clinic model: Managing tele-consultations and physical walk-ins via a single clinic software

The hybrid clinic model: Managing tele-consultations and physical walk-ins via a single clinic software
#AIタグ

AIが創造主の意図を超えた行動

AIが創造主の意図を超えた行動
ITmedia NEWS 最新記事一覧

破産の全東信、加盟店向けに競合・STORESが特別窓口 決済端末を無償提供 7月末まで

破産の全東信、加盟店向けに競合・STORESが特別窓口 決済端末を無償提供 7月末まで
#AIタグ

星詠の灯珠「錆色の鍵」AI×音楽

星詠の灯珠「錆色の鍵」AI×音楽
#AIタグ

メールから自動で下書き!Workspace Studioで法務相談と案件管理を効率化

メールから自動で下書き!Workspace Studioで法務相談と案件管理を効率化
#AIタグ

『 呼び返しの声 』

『 呼び返しの声 』
#AIタグ

七夕に、のあに願い事を聞いてみた

七夕に、のあに願い事を聞いてみた
#LLMタグ

従量課金への転換が示すAIコスト構造

従量課金への転換が示すAIコスト構造
#LLMタグ

RTX 3090でローカルLLMのQwen3.6-35B-A3Bを爆速推論する完全ガイド

RTX 3090でローカルLLMのQwen3.6-35B-A3Bを爆速推論する完全ガイド
ITmedia NEWS 最新記事一覧

観測史上最古の巨大ブラックホール発見 宇宙誕生から6億7000万年ごろの天体 日本のすばる望遠鏡も貢献

観測史上最古の巨大ブラックホール発見 宇宙誕生から6億7000万年ごろの天体 日本のすばる望遠鏡も貢献
ITmedia NEWS 最新記事一覧

全東信、破産を招いた「2つの事件」 カード決済の”駆け込み寺”消滅が飲食店に与える影響とは

全東信、破産を招いた「2つの事件」 カード決済の”駆け込み寺”消滅が飲食店に与える影響とは
LLMタグが付けられた新着記事 - Qiita

【RAG性能向上】ドキュメントのチャンキング(Chunking)最適化手法をコード付きで解説

【RAG性能向上】ドキュメントのチャンキング(Chunking)最適化手法をコード付きで解説
NVIDIA Blog

NVIDIA and Hugging Face Bring New Models and Frameworks to LeRobot for the Open Robotics Community

NVIDIA and Hugging Face Bring New Models and Frameworks to LeRobot for the Open Robotics Community
MarkTechPost

Tencent Releases Hy3: An Open 295B Mixture-of-Experts (MoE) Model with 21B Active Parameters and 256K Context

Tencent Releases Hy3: An Open 295B Mixture-of-Experts (MoE) Model with 21B Active Parameters and 256K Context
#LLMタグ

Amazonに学ぶ生成AIビジネス再発明!LLMを単体で使わず、検証AIやSLMを適材適所で組み合わせた最強のワークフローシステム設計術とコスト最適化の極意

Amazonに学ぶ生成AIビジネス再発明!LLMを単体で使わず、検証AIやSLMを適材適所で組み合わせた最強のワークフローシステム設計術とコスト最適化の極意
ITmedia NEWS 最新記事一覧

スターバックス、12~24歳限定の新サービス開始 公式アプリ経由で毎月100円オフの「U24パス」配布

スターバックス、12~24歳限定の新サービス開始 公式アプリ経由で毎月100円オフの「U24パス」配布
機械学習タグが付けられた新着記事 - Qiita

YAMNet TFLite で環境音をタグ付けする――ESC-50 全 2,000 本で検証

YAMNet TFLite で環境音をタグ付けする――ESC-50 全 2,000 本で検証
#LLMタグ

「今すぐキーボードを捨てろ」音声入力に切り替えて分かったこと

「今すぐキーボードを捨てろ」音声入力に切り替えて分かったこと
ITmedia NEWS 最新記事一覧

「全東信の端末使用を即時停止して」――食団連が飲食店へ注意喚起 全東信の破産受け

「全東信の端末使用を即時停止して」――食団連が飲食店へ注意喚起 全東信の破産受け
ITmedia NEWS 最新記事一覧

「クリスタ」好調、セルシスが増配 35周年記念、業績は過去最高

「クリスタ」好調、セルシスが増配 35周年記念、業績は過去最高
機械学習タグが付けられた新着記事 - Qiita

dera AI Weekly Vol.34 — 2026/6/8

dera AI Weekly Vol.34 — 2026/6/8
WIRED

Instacart Promo Code: $15 Off | July 2026

Instacart Promo Code: $15 Off | July 2026
WIRED

Office Depot Coupons: Save With Promo Codes in July 2026

Office Depot Coupons: Save With Promo Codes in July 2026
WIRED

Loop Earplugs Discount Codes: 40% Off

Loop Earplugs Discount Codes: 40% Off
WIRED

20% Off Sephora Promo Code | July 2026

20% Off Sephora Promo Code | July 2026
WIRED

Nomad Goods Promo Codes: Get 25% Off in July 2026

Nomad Goods Promo Codes: Get 25% Off in July 2026
WIRED

Mattress Firm Coupons: Save up to $600

Mattress Firm Coupons: Save up to $600
WIRED

Expedia Coupons: 75% Off

Expedia Coupons: 75% Off
WIRED

Lovehoney Coupon Offers: Toys, Lingerie, and Gift Set Discounts

Lovehoney Coupon Offers: Toys, Lingerie, and Gift Set Discounts
WIRED

Pura Promo Codes: $20 Off July 2026

Pura Promo Codes: $20 Off July 2026
WIRED

Herman Miller Promo Codes: 40% Off July 2026

Herman Miller Promo Codes: 40% Off July 2026
WIRED

Maytag Promo Codes: 15% Off Appliances

Maytag Promo Codes: 15% Off Appliances
WIRED

Starz Promo Codes: $5 Off for July 2026

Starz Promo Codes: $5 Off for July 2026
WIRED

15% Off Adidas Promo Code | July 2026

15% Off Adidas Promo Code | July 2026
WIRED

Bartesian Discount Codes: 35% Off

Bartesian Discount Codes: 35% Off
WIRED

Target Promo Code: $50 Off | July 2026

Target Promo Code: $50 Off | July 2026
LLMタグが付けられた新着記事 - Qiita

AIに何回ダメ出ししたかを測る、対話型ベンチSWE-Together

AIに何回ダメ出ししたかを測る、対話型ベンチSWE-Together
Latent.Space

[AINews] The Field Guide to Fable

[AINews] The Field Guide to Fable
#LLMタグ

NVIDIA、大規模LLM訓練効率化で非均一テンソル並列化を提案

NVIDIA、大規模LLM訓練効率化で非均一テンソル並列化を提案
#LLMタグ

硅谷101 解説: AIが自らを進化させる「再帰的自己改善(RSI)」の最前線

硅谷101 解説: AIが自らを進化させる「再帰的自己改善(RSI)」の最前線
LLMタグが付けられた新着記事 - Qiita

Genkit Agents API、resume()に配列を渡すと落ちる罠

Genkit Agents API、resume()に配列を渡すと落ちる罠
MarkTechPost

OpenAI Releases GPT-Realtime-2.1 and GPT-Realtime-2.1-mini for Low-Latency Voice Agents in the API

OpenAI Releases GPT-Realtime-2.1 and GPT-Realtime-2.1-mini for Low-Latency Voice Agents in the API
#LLMタグ

ローカルLLMとは何か?AIを「自分の手元で動かす」時代に、何が変わるのか

ローカルLLMとは何か?AIを「自分の手元で動かす」時代に、何が変わるのか
#LLMタグ

AIへの「お願い」を「業務フロー」に変える|Claude Code公式のループ4分類を、自分の仕事に落として解説する

AIへの「お願い」を「業務フロー」に変える|Claude Code公式のループ4分類を、自分の仕事に落として解説する
#LLMタグ

内側にまだ「でも」が残っているとき

内側にまだ「でも」が残っているとき
cs.LG updates on arXiv.org

Auditing the Audit: Five Failure Modes in Benchmark-Validity Audits

Auditing the Audit: Five Failure Modes in Benchmark-Validity Audits
cs.LG updates on arXiv.org

Evaluating Time Series Foundation Models for Electricity Price Forecasting: Contamination Risk, Distributional Shifts, and Covariate Dependence

Evaluating Time Series Foundation Models for Electricity Price Forecasting: Contamination Risk, Distributional Shifts, and Covariate Dependence
cs.LG updates on arXiv.org

QuantFlow: A Federated Mamba-Based Post-Transformer Foundation Model for Time-Series Forecasting

QuantFlow: A Federated Mamba-Based Post-Transformer Foundation Model for Time-Series Forecasting
cs.LG updates on arXiv.org

GRAFT: Grafted Reference Audio for Fine-grained Pronunciation in Zero-shot Text-to-Speech

GRAFT: Grafted Reference Audio for Fine-grained Pronunciation in Zero-shot Text-to-Speech
cs.LG updates on arXiv.org

Federated Learning for Object Detection: Enabling Collaborative Drone Learning Without Centralizing Data

Federated Learning for Object Detection: Enabling Collaborative Drone Learning Without Centralizing Data
cs.LG updates on arXiv.org

Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting

Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting
cs.LG updates on arXiv.org

A Granularity-Aware EEG Feature Framework for Psychopathology Dimension Prediction

A Granularity-Aware EEG Feature Framework for Psychopathology Dimension Prediction
cs.LG updates on arXiv.org

LiNO: Lifting based multiresolution neural operator

LiNO: Lifting based multiresolution neural operator
cs.LG updates on arXiv.org

Weighted Conformal Prediction for Lab-to-Track Thermal Transfer in EV Motorsport Powertrains

Weighted Conformal Prediction for Lab-to-Track Thermal Transfer in EV Motorsport Powertrains
cs.LG updates on arXiv.org

Out-of-Distribution Generalization of Risk Aversion in Language Models

Out-of-Distribution Generalization of Risk Aversion in Language Models
cs.LG updates on arXiv.org

Safe Inference-Time Alignment via Lagrangian Reward Augmentation

Safe Inference-Time Alignment via Lagrangian Reward Augmentation
cs.LG updates on arXiv.org

Induction Heads Interpolate N-Grams

Induction Heads Interpolate N-Grams
cs.LG updates on arXiv.org

Training Hybrid Block Diffusion Language Models with Partial Bidirectionality

Training Hybrid Block Diffusion Language Models with Partial Bidirectionality
cs.LG updates on arXiv.org

Less Tokens, Better Forecasts: Sparse Residual Routing for Efficient Weather Prediction

Less Tokens, Better Forecasts: Sparse Residual Routing for Efficient Weather Prediction
cs.LG updates on arXiv.org

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization
cs.LG updates on arXiv.org

Labeled-Data-Free Meta-Learning: Efficient Task Generation Using Pre-trained Models and Unlabeled Data

Labeled-Data-Free Meta-Learning: Efficient Task Generation Using Pre-trained Models and Unlabeled Data
cs.LG updates on arXiv.org

Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading

Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading
cs.LG updates on arXiv.org

Reward Granularity in RLVR: Comparing Process and Outcome Reward Structures for Mathematical Reasoning in Small Language Models

Reward Granularity in RLVR: Comparing Process and Outcome Reward Structures for Mathematical Reasoning in Small Language Models
cs.LG updates on arXiv.org

Poisson-Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs

Poisson-Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs
cs.LG updates on arXiv.org

Dynamic Regret for Non-Stationary Linear Bandits via Misspecification Reductions

Dynamic Regret for Non-Stationary Linear Bandits via Misspecification Reductions
cs.LG updates on arXiv.org

Variable Bit-width Quantization: Learning Per-Group Precision for "Bigger-but-Smaller" Language Models

Variable Bit-width Quantization: Learning Per-Group Precision for "Bigger-but-Smaller" Language Models
cs.LG updates on arXiv.org

Bootstrap Flow-Map Tree Sampling Enables Online Feedback Driven Search

Bootstrap Flow-Map Tree Sampling Enables Online Feedback Driven Search
cs.LG updates on arXiv.org

CoFEND: A Cross-Modal Fusion End-to-End Network for Cold-Start Drug-Drug Interaction Prediction

CoFEND: A Cross-Modal Fusion End-to-End Network for Cold-Start Drug-Drug Interaction Prediction
cs.LG updates on arXiv.org

In-span learning: adapting reduced-order models using their own predictions

In-span learning: adapting reduced-order models using their own predictions
cs.LG updates on arXiv.org

Missingness as Signal: Channel-Independent Spectrogram Learning for Clinical Time Series Prediction

Missingness as Signal: Channel-Independent Spectrogram Learning for Clinical Time Series Prediction
cs.LG updates on arXiv.org

A Precedent-Guided Co-Scientist for Side-Effect-Aware Drug Redesign

A Precedent-Guided Co-Scientist for Side-Effect-Aware Drug Redesign
cs.LG updates on arXiv.org

Individual Parameters in Weight-Sparse Transformers Appear Interpretable

Individual Parameters in Weight-Sparse Transformers Appear Interpretable
cs.LG updates on arXiv.org

Rank-Order N-of-M Codes for Sparse Distributed Memory: Disentangling Representation and Learning Effects in Noise Robustness Against Contemporary Neuromorphic Architectures

Rank-Order N-of-M Codes for Sparse Distributed Memory: Disentangling Representation and Learning Effects in Noise Robustness Against Contemporary Neuromorphic Architectures
cs.LG updates on arXiv.org

MABLE: Masked Autoencoding with Bi-Lipschitz Decoding for Embeddings and Graph Metric Learning

MABLE: Masked Autoencoding with Bi-Lipschitz Decoding for Embeddings and Graph Metric Learning
cs.LG updates on arXiv.org

Transfer Learning in High-dimensional Ising Models

Transfer Learning in High-dimensional Ising Models
cs.LG updates on arXiv.org

Back to Basics: Improving Molecular Understanding in LLMs via SMILES-Graph Translation

Back to Basics: Improving Molecular Understanding in LLMs via SMILES-Graph Translation
cs.LG updates on arXiv.org

Do ECG Foundation Models Transfer to Rare Cardiac Diseases? Evidence from Brugada Syndrome Detection

Do ECG Foundation Models Transfer to Rare Cardiac Diseases? Evidence from Brugada Syndrome Detection
cs.LG updates on arXiv.org

Can Model Merging Improve Aggregation in DiLoCo?

Can Model Merging Improve Aggregation in DiLoCo?
cs.LG updates on arXiv.org

Out-of-distribution Neural Inference in Dynamical Ising Models

Out-of-distribution Neural Inference in Dynamical Ising Models
cs.LG updates on arXiv.org

OmniFocus: Query-Guided Modality-Balanced Token Compression for Omni-Modal Large Language Models

OmniFocus: Query-Guided Modality-Balanced Token Compression for Omni-Modal Large Language Models
cs.LG updates on arXiv.org

SHiPPO: Recurrent Memory with Transported Polynomial Projections

SHiPPO: Recurrent Memory with Transported Polynomial Projections
cs.LG updates on arXiv.org

LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression

LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression
cs.LG updates on arXiv.org

Spectral Rewiring for Exploration, Purification, and Model Merging

Spectral Rewiring for Exploration, Purification, and Model Merging
cs.LG updates on arXiv.org

Robustness Meets Uncertainty: Evidential Adversarial Training for Robust Selective Classification

Robustness Meets Uncertainty: Evidential Adversarial Training for Robust Selective Classification
cs.LG updates on arXiv.org

STELLA: Efficient Sensor-to-LLM Translation for On-Device Human Activity Recognition

STELLA: Efficient Sensor-to-LLM Translation for On-Device Human Activity Recognition
cs.LG updates on arXiv.org

Stacked LoRA for Subject-Adaptive EEG Foundation Models in Motor Imagery Decoding

Stacked LoRA for Subject-Adaptive EEG Foundation Models in Motor Imagery Decoding
cs.LG updates on arXiv.org

Heterogeneous Graph Condensation via Role-Aware Clustering

Heterogeneous Graph Condensation via Role-Aware Clustering
cs.LG updates on arXiv.org

Observable- and Positional-Encoding-Dependent Symmetry Readout from Neural Network Weights

Observable- and Positional-Encoding-Dependent Symmetry Readout from Neural Network Weights
cs.LG updates on arXiv.org

Integrating Physics-Informed Neural Networks for Safe Reinforcement Learning in a 1-DoF Helicopter System

Integrating Physics-Informed Neural Networks for Safe Reinforcement Learning in a 1-DoF Helicopter System
cs.LG updates on arXiv.org

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy

ACPO: Adaptive Credit Policy Optimization via Fine-Grained Surrogate Entropy
cs.LG updates on arXiv.org

Anticipatory Reinforcement Learning for Trajectory Tracking

Anticipatory Reinforcement Learning for Trajectory Tracking
cs.LG updates on arXiv.org

Sample-Efficient Pareto Front Modeling for Energy-Aware Reinforcement Learning Using Bayesian Optimization

Sample-Efficient Pareto Front Modeling for Energy-Aware Reinforcement Learning Using Bayesian Optimization
cs.LG updates on arXiv.org

CuBAS: Information Geometric Curvature-Based Adaptive Sampling for Supervised Classification

CuBAS: Information Geometric Curvature-Based Adaptive Sampling for Supervised Classification
cs.LG updates on arXiv.org

Rethinking Neural Nonlinearity as Gating

Rethinking Neural Nonlinearity as Gating
cs.LG updates on arXiv.org

Decentralised Federated Learning over Temporal Networks: The Role of Heterogeneities

Decentralised Federated Learning over Temporal Networks: The Role of Heterogeneities
cs.LG updates on arXiv.org

Understanding electricity consumption behaviour through Inverse Reinforcement Learning

Understanding electricity consumption behaviour through Inverse Reinforcement Learning
cs.LG updates on arXiv.org

A Bayesian Framework for Evaluating Scenario Compatibility in Generative Population Synthesis

A Bayesian Framework for Evaluating Scenario Compatibility in Generative Population Synthesis
cs.LG updates on arXiv.org

Reduced-Order Models: The Mother of World Models

Reduced-Order Models: The Mother of World Models
cs.LG updates on arXiv.org

OpFlow: Learning Opportunity-Conditioned Choice Potentials for Robust OD Flow Prediction

OpFlow: Learning Opportunity-Conditioned Choice Potentials for Robust OD Flow Prediction
cs.LG updates on arXiv.org

Transition Information Density: Morphological Trajectories, Synesthetic Perception, and Structured Interpolation in Neural Training (or: The Synesthetic AI)

Transition Information Density: Morphological Trajectories, Synesthetic Perception, and Structured Interpolation in Neural Training (or: The Synesthetic AI)
cs.LG updates on arXiv.org

Joint distribution of upstream runoff governs downstream river-discharge prediction uncertainty in distributed ML models

Joint distribution of upstream runoff governs downstream river-discharge prediction uncertainty in distributed ML models
cs.LG updates on arXiv.org

PhenoNEST: A Neuro-Symbolic Framework for Ontology-Aware Multimodal Plant Phenotyping and Trait Discovery

PhenoNEST: A Neuro-Symbolic Framework for Ontology-Aware Multimodal Plant Phenotyping and Trait Discovery
cs.LG updates on arXiv.org

Unbiased Alignment for Large Language Models with Noisy Preferences

Unbiased Alignment for Large Language Models with Noisy Preferences
cs.LG updates on arXiv.org

From Global to Local: Efficient Regional Weather Downscaling with Global Weather Foundation Model

From Global to Local: Efficient Regional Weather Downscaling with Global Weather Foundation Model
cs.LG updates on arXiv.org

A harmonised dataset for Earth system foundation models

A harmonised dataset for Earth system foundation models
cs.LG updates on arXiv.org

Statistically Meaningful Geometry (SMG) Beyond the Euclidean Paradigm, with Application to Generative AI

Statistically Meaningful Geometry (SMG) Beyond the Euclidean Paradigm, with Application to Generative AI
cs.LG updates on arXiv.org

FedAvg for HAR: Exploring the Tradeoff Between Personalized and Generalization Accuracy

FedAvg for HAR: Exploring the Tradeoff Between Personalized and Generalization Accuracy
cs.LG updates on arXiv.org

CSympNet-ID: conformal-symplectic map learning for linearly damped Hamiltonian systems

CSympNet-ID: conformal-symplectic map learning for linearly damped Hamiltonian systems
cs.LG updates on arXiv.org

The Multiscale Single-Index Model: A Stylized Model for Hierarchical Feature Learning

The Multiscale Single-Index Model: A Stylized Model for Hierarchical Feature Learning
cs.LG updates on arXiv.org

PedestrianDiffusion: Multimodal Generative Denoising and Dense State Estimation for Inertial Navigation

PedestrianDiffusion: Multimodal Generative Denoising and Dense State Estimation for Inertial Navigation
cs.LG updates on arXiv.org

Amortising Bayesian Experimental Design for Sequential Information Gathering in LLMs

Amortising Bayesian Experimental Design for Sequential Information Gathering in LLMs
cs.LG updates on arXiv.org

How Much of the Routing Gap Is Real? Decomposing the Router-to-Oracle Gap into Reproducible Specialist Advantage and Single-Draw Label Noise

How Much of the Routing Gap Is Real? Decomposing the Router-to-Oracle Gap into Reproducible Specialist Advantage and Single-Draw Label Noise
cs.LG updates on arXiv.org

No Time Like the Present: Agentic Test-Time Training for LLM Agents

No Time Like the Present: Agentic Test-Time Training for LLM Agents
cs.LG updates on arXiv.org

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning
cs.LG updates on arXiv.org

Towards Diverse and Comprehensive Benchmarks for Mutual Information Estimation

Towards Diverse and Comprehensive Benchmarks for Mutual Information Estimation
cs.LG updates on arXiv.org

A Near-Linear-Time Solver for Graph $p$-Laplacian Semi-Supervised Learning via Continuation in $p$

A Near-Linear-Time Solver for Graph $p$-Laplacian Semi-Supervised Learning via Continuation in $p$
cs.LG updates on arXiv.org

Mixture-of-Gaussians-Guided Schedule Design for Brownian Bridge Diffusion Models

Mixture-of-Gaussians-Guided Schedule Design for Brownian Bridge Diffusion Models
cs.LG updates on arXiv.org

On the Convergence of Adam, Revisited

On the Convergence of Adam, Revisited
cs.LG updates on arXiv.org

Co-Adaptive Multi-Task LoRA: Transfer-Aware, Label-Free Control of Domain Participation

Co-Adaptive Multi-Task LoRA: Transfer-Aware, Label-Free Control of Domain Participation
cs.LG updates on arXiv.org

Aligning Language Models with Selective Prediction

Aligning Language Models with Selective Prediction
cs.LG updates on arXiv.org

WeightCLIP: Aligning Datasets and Models for Weight Space Learning

WeightCLIP: Aligning Datasets and Models for Weight Space Learning
cs.LG updates on arXiv.org

Teacher Supervision over Representation Equivalence Classes

Teacher Supervision over Representation Equivalence Classes
cs.LG updates on arXiv.org

Differentiate the Evaluator, Not the Program: An Efficient Runtime Representation for Neuro-Symbolic Learning

Differentiate the Evaluator, Not the Program: An Efficient Runtime Representation for Neuro-Symbolic Learning
cs.LG updates on arXiv.org

When Geometry Aligns: Dihedral Hidden-State Transformations in UNet, ViT, and DiT Architectures

When Geometry Aligns: Dihedral Hidden-State Transformations in UNet, ViT, and DiT Architectures
cs.LG updates on arXiv.org

Modular Foundation Models for Time-Series Perception in Digital Twins

Modular Foundation Models for Time-Series Perception in Digital Twins
cs.LG updates on arXiv.org

Graph Classification via Network Usable Information: From Representation Evaluation to Structure Selection

Graph Classification via Network Usable Information: From Representation Evaluation to Structure Selection
cs.LG updates on arXiv.org

Implicit Bias of SGD in Multivariate ReLU Networks: Effective Width Collapse

Implicit Bias of SGD in Multivariate ReLU Networks: Effective Width Collapse
cs.LG updates on arXiv.org

Reflected Schr\"odinger Bridge Matching

Reflected Schr\"odinger Bridge Matching
cs.LG updates on arXiv.org

LLM-Guided Transportation Hub Capacity Planning with Textual Business Inputs

LLM-Guided Transportation Hub Capacity Planning with Textual Business Inputs
cs.LG updates on arXiv.org

Phase-Preserving Trimodal Transformer for Tropical Forest Biomass Estimation Using Optical and PolInSAR Data

Phase-Preserving Trimodal Transformer for Tropical Forest Biomass Estimation Using Optical and PolInSAR Data
cs.LG updates on arXiv.org

A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function

A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function
cs.LG updates on arXiv.org

Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation

Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation
cs.LG updates on arXiv.org

Rethinking AI-Generated Text Detection: A Strong Baseline and the Distribution-Shift Problem That Remains

Rethinking AI-Generated Text Detection: A Strong Baseline and the Distribution-Shift Problem That Remains
cs.LG updates on arXiv.org

PIEFS: Physics-Informed Eigenfunction Features with Learnable Scaling

PIEFS: Physics-Informed Eigenfunction Features with Learnable Scaling
cs.LG updates on arXiv.org

Social Networks of LLM Agents

Social Networks of LLM Agents
cs.LG updates on arXiv.org

SAVER: Stochastic Adaptive Variance-Driven Exploration and Reconstruction for Low-Dose Computed Tomography

SAVER: Stochastic Adaptive Variance-Driven Exploration and Reconstruction for Low-Dose Computed Tomography
cs.LG updates on arXiv.org

FedACT: Federated Adaptive Coordinate Trust Modulation for Robust Transformer Training under Data Heterogeneity

FedACT: Federated Adaptive Coordinate Trust Modulation for Robust Transformer Training under Data Heterogeneity
cs.LG updates on arXiv.org

Conservative Subject Invariant EMG-based Gesture Recognition

Conservative Subject Invariant EMG-based Gesture Recognition
cs.LG updates on arXiv.org

Tensor-Train Joint Modeling for Few-Step Discrete Diffusion

Tensor-Train Joint Modeling for Few-Step Discrete Diffusion
cs.LG updates on arXiv.org

Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks

Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks
cs.LG updates on arXiv.org

Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks

Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks
cs.LG updates on arXiv.org

Stable Global Weighting of Flow Mixtures using Simplex Exponential Moving Average

Stable Global Weighting of Flow Mixtures using Simplex Exponential Moving Average
cs.LG updates on arXiv.org

Adversarial LassoNet: Robust Feature Selection via Stability-Driven Sparse Learning

Adversarial LassoNet: Robust Feature Selection via Stability-Driven Sparse Learning
cs.LG updates on arXiv.org

NeSy-CSA: A Neuro-Symbolic Framework for Open-Ended Critical Scenario Attribution

NeSy-CSA: A Neuro-Symbolic Framework for Open-Ended Critical Scenario Attribution
cs.LG updates on arXiv.org

A Unified Framework for Quantized and Continuous Strong Lottery Tickets

A Unified Framework for Quantized and Continuous Strong Lottery Tickets
cs.LG updates on arXiv.org

A Gradient Flow Perspective on Minimum MMD Estimation

A Gradient Flow Perspective on Minimum MMD Estimation
cs.LG updates on arXiv.org

AdaptiveSD A Stability-Aware, Runtime-Adaptive Speculative Decoding Framework with Multi-Policy Orchestration for CPU-Constrained LLM Inference

AdaptiveSD A Stability-Aware, Runtime-Adaptive Speculative Decoding Framework with Multi-Policy Orchestration for CPU-Constrained LLM Inference
cs.LG updates on arXiv.org

CDCP: Conditional Diffusion Model with Contextual Prompts for Multi-task Offline Safe Reinforcement Learning

CDCP: Conditional Diffusion Model with Contextual Prompts for Multi-task Offline Safe Reinforcement Learning
cs.LG updates on arXiv.org

Transformers with Physics-Informed Encodings and Simulation-Based Inference for Robust Detection of Eccentric Binary Black Holes in Pulsar Timing Array Data

Transformers with Physics-Informed Encodings and Simulation-Based Inference for Robust Detection of Eccentric Binary Black Holes in Pulsar Timing Array Data
cs.LG updates on arXiv.org

NeuroOnline: Bridging Pretraining and Online Adaptation for EEG Foundation Models

NeuroOnline: Bridging Pretraining and Online Adaptation for EEG Foundation Models
cs.LG updates on arXiv.org

MPSelectTune: Prompt-type Selection for Fine-tuning improves Concept Unlearning in LLMs

MPSelectTune: Prompt-type Selection for Fine-tuning improves Concept Unlearning in LLMs
cs.LG updates on arXiv.org

Order-based Causal Discovery for Multistage Processes

Order-based Causal Discovery for Multistage Processes
cs.LG updates on arXiv.org

MANCE: Manifold Aware Concept Erasure

MANCE: Manifold Aware Concept Erasure
cs.LG updates on arXiv.org

Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL

Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL
cs.LG updates on arXiv.org

Directional Curvature from Armijo Backtracking: A Low-Cost Sharpness Probe and a Calibration-Free Learning-Rate Safeguard for Adam

Directional Curvature from Armijo Backtracking: A Low-Cost Sharpness Probe and a Calibration-Free Learning-Rate Safeguard for Adam
cs.LG updates on arXiv.org

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah
cs.LG updates on arXiv.org

A Unified Algebraic Framework for Classification Performance Evaluation

A Unified Algebraic Framework for Classification Performance Evaluation
cs.LG updates on arXiv.org

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers
cs.LG updates on arXiv.org

Reward-Gated On-Policy Distillation

Reward-Gated On-Policy Distillation
cs.LG updates on arXiv.org

A Unified Framework for In-Context Learning with Causal and Masked Language Models

A Unified Framework for In-Context Learning with Causal and Masked Language Models
cs.LG updates on arXiv.org

FedSPM: Routing-Enabled Federated Learning under Dual Heterogeneity via Semiparametric Mixture

FedSPM: Routing-Enabled Federated Learning under Dual Heterogeneity via Semiparametric Mixture
cs.LG updates on arXiv.org

Target-Aware Interaction-Guided Reinforcement Learning for Black-Box Node Injection Attacks on Graph Neural Networks

Target-Aware Interaction-Guided Reinforcement Learning for Black-Box Node Injection Attacks on Graph Neural Networks
cs.LG updates on arXiv.org

Dictionaries, Not Darwin: Set-Level Selection Beats LLM Evolution in Scientific Equation Discovery

Dictionaries, Not Darwin: Set-Level Selection Beats LLM Evolution in Scientific Equation Discovery
cs.LG updates on arXiv.org

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics
cs.LG updates on arXiv.org

Asymptotic-Preserving A Posteriori Analysis of Diffusion and Flow-Matching Samplers

Asymptotic-Preserving A Posteriori Analysis of Diffusion and Flow-Matching Samplers
cs.LG updates on arXiv.org

GlacierCastAI: Predicting Glacier Retreat from Multi-Modal Satellite Imagery and Climate Signals

GlacierCastAI: Predicting Glacier Retreat from Multi-Modal Satellite Imagery and Climate Signals
cs.LG updates on arXiv.org

Parametric Memory Decoding for Zero-Shot Routing in LoRA-Based External Parametric Memory

Parametric Memory Decoding for Zero-Shot Routing in LoRA-Based External Parametric Memory
cs.LG updates on arXiv.org

CertMix: Certified, Data-Efficient Metamaterial Design by Affine Mixing of Aligned Neural-Implicit Weight Spaces

CertMix: Certified, Data-Efficient Metamaterial Design by Affine Mixing of Aligned Neural-Implicit Weight Spaces
cs.LG updates on arXiv.org

MDL Meets Latent Confounders: LNML-based Causal Discovery

MDL Meets Latent Confounders: LNML-based Causal Discovery
cs.LG updates on arXiv.org

Masked Generative-Contrastive Representation Learning for Cross-Dataset EEG-Based Emotion Recognition

Masked Generative-Contrastive Representation Learning for Cross-Dataset EEG-Based Emotion Recognition
cs.LG updates on arXiv.org

Binary Iterative Method for Non-targeted Adversarial Attack

Binary Iterative Method for Non-targeted Adversarial Attack
cs.LG updates on arXiv.org

Mask-based Predictive Representations for Reinforcement Learning

Mask-based Predictive Representations for Reinforcement Learning
cs.LG updates on arXiv.org

Geometry of Ordinal Representations in Language Models

Geometry of Ordinal Representations in Language Models
cs.LG updates on arXiv.org

FedFFT: Taming Client Drift in Federated SAM via Spectral Perturbation Filtering

FedFFT: Taming Client Drift in Federated SAM via Spectral Perturbation Filtering
cs.LG updates on arXiv.org

Physics-Informed Graph Learning with Uncertainty Awareness for Open-Set Domain Generalization in Fault Diagnosis

Physics-Informed Graph Learning with Uncertainty Awareness for Open-Set Domain Generalization in Fault Diagnosis
cs.LG updates on arXiv.org

SpecGradFilter: A Spectral Gradient Filtering Framework for Taming Federated Heterogeneity

SpecGradFilter: A Spectral Gradient Filtering Framework for Taming Federated Heterogeneity
cs.LG updates on arXiv.org

Exploring Convolutional Neural Processes for Weather Downscaling

Exploring Convolutional Neural Processes for Weather Downscaling
cs.LG updates on arXiv.org

Channel-Adaptive Robust Aggregation for Over-the-Air Federated Learning in Heterogeneous Networks

Channel-Adaptive Robust Aggregation for Over-the-Air Federated Learning in Heterogeneous Networks
cs.LG updates on arXiv.org

Quantize the Target, Quantize the Drafter: Efficient Inference with Qwen3.5-4B

Quantize the Target, Quantize the Drafter: Efficient Inference with Qwen3.5-4B
cs.LG updates on arXiv.org

Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series

Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series
cs.LG updates on arXiv.org

On Preserving Geometrical Invariance for Superpixel Image Classification using Graph Transformer

On Preserving Geometrical Invariance for Superpixel Image Classification using Graph Transformer
cs.LG updates on arXiv.org

HiFA4: Training-Free 4-bit FlashAttention on Ascend HIF4 NPUs for LLM Inference

HiFA4: Training-Free 4-bit FlashAttention on Ascend HIF4 NPUs for LLM Inference
cs.LG updates on arXiv.org

SAD-LoRA: Spectral Alignment for Low-Rank Knowledge Distillation

SAD-LoRA: Spectral Alignment for Low-Rank Knowledge Distillation
cs.LG updates on arXiv.org

On the effectiveness of reward functions in reinforcement learning for confidence calibration of large language models

On the effectiveness of reward functions in reinforcement learning for confidence calibration of large language models
cs.LG updates on arXiv.org

Structure-Specific Representational Priors Causally Control the Grokking Delay

Structure-Specific Representational Priors Causally Control the Grokking Delay
cs.LG updates on arXiv.org

One Framework for All: Cross-Modal Membership Inference for Generative Models

One Framework for All: Cross-Modal Membership Inference for Generative Models
cs.LG updates on arXiv.org

How Many Initial Points Does Bayesian Optimization Need?

How Many Initial Points Does Bayesian Optimization Need?
cs.LG updates on arXiv.org

RL Forgets! Towards Continual Policy Optimization

RL Forgets! Towards Continual Policy Optimization
cs.LG updates on arXiv.org

NKI-Agent: Domain-Specific Fine-Tuning and Agentic Tool Use for Neuron Kernel Generation

NKI-Agent: Domain-Specific Fine-Tuning and Agentic Tool Use for Neuron Kernel Generation
cs.LG updates on arXiv.org

Learning Task-Sufficient World Models by Synergizing Agentic Exploration and Structured Modeling

Learning Task-Sufficient World Models by Synergizing Agentic Exploration and Structured Modeling
cs.LG updates on arXiv.org

Environmental Drivers of Respiratory Disease: A District Level Analysis

Environmental Drivers of Respiratory Disease: A District Level Analysis
cs.LG updates on arXiv.org

Full-Stack FP4: Stable LLM Pretraining with Quantized Projections, Optimizers, and Attention

Full-Stack FP4: Stable LLM Pretraining with Quantized Projections, Optimizers, and Attention
cs.LG updates on arXiv.org

Covert Trait Propagation Is Representation Alignment: Mechanistic Evidence from Hidden-Channel Distillation

Covert Trait Propagation Is Representation Alignment: Mechanistic Evidence from Hidden-Channel Distillation
cs.LG updates on arXiv.org

Knowledge-Informed Local Causal Discovery of Optimal Adjustment Sets

Knowledge-Informed Local Causal Discovery of Optimal Adjustment Sets
cs.LG updates on arXiv.org

A Deep Learning-based surrogate model for Severe Accidents in nuclear reactors using ASTEC

A Deep Learning-based surrogate model for Severe Accidents in nuclear reactors using ASTEC
cs.LG updates on arXiv.org

Operator-on-F complements value-equivalence: a planning-time diagnostic for latent world models

Operator-on-F complements value-equivalence: a planning-time diagnostic for latent world models
cs.LG updates on arXiv.org

Regime-Conditional Stabilisation of LLM-Augmented Cooperative Multi-Agent Reinforcement Learning

Regime-Conditional Stabilisation of LLM-Augmented Cooperative Multi-Agent Reinforcement Learning
cs.LG updates on arXiv.org

LeukocyteCount: Automatic Identification and Counting for leukocytes using Deep Learning

LeukocyteCount: Automatic Identification and Counting for leukocytes using Deep Learning
cs.LG updates on arXiv.org

Two Black Boxes, One Solver: Encoder Probing and Decoder Attribution for Neural Multi-Attribute VRP under Hard-Mask and Recourse Decoders

Two Black Boxes, One Solver: Encoder Probing and Decoder Attribution for Neural Multi-Attribute VRP under Hard-Mask and Recourse Decoders
cs.LG updates on arXiv.org

Beyond travel mode: urban context shapes active mobility's mental health effects over time

Beyond travel mode: urban context shapes active mobility's mental health effects over time
cs.LG updates on arXiv.org

Lyapunov-Guided Training for Hardware-Safe Neural Networks Under Fixed-Point Arithmetic

Lyapunov-Guided Training for Hardware-Safe Neural Networks Under Fixed-Point Arithmetic
cs.LG updates on arXiv.org

ManifoldFlow: SPD-Relaxed Stiefel Layers with Learnable Singular Spectrum

ManifoldFlow: SPD-Relaxed Stiefel Layers with Learnable Singular Spectrum
cs.LG updates on arXiv.org

Auto: The AGI Compiler

Auto: The AGI Compiler
cs.LG updates on arXiv.org

Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations

Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations
cs.LG updates on arXiv.org

A Few Teacher Steps Go a Long Way: Cost-Efficient On-Policy Data Augmentation for Agent Post-Training

A Few Teacher Steps Go a Long Way: Cost-Efficient On-Policy Data Augmentation for Agent Post-Training
cs.LG updates on arXiv.org

Beyond the Need for Speed: Energy-Aware Code Generation via Simulation-Guided Reinforcement Learning

Beyond the Need for Speed: Energy-Aware Code Generation via Simulation-Guided Reinforcement Learning
cs.LG updates on arXiv.org

Score Distributions, Not Cells: Evaluating Single-Cell Perturbations Under Class Overlap

Score Distributions, Not Cells: Evaluating Single-Cell Perturbations Under Class Overlap
cs.LG updates on arXiv.org

Minimum Block Width for Universal Approximation by Residual Neural Networks with Inner Width One

Minimum Block Width for Universal Approximation by Residual Neural Networks with Inner Width One
cs.LG updates on arXiv.org

Measuring What Matters: A Unified Evaluation Framework for GNN Explainability

Measuring What Matters: A Unified Evaluation Framework for GNN Explainability
cs.LG updates on arXiv.org

Reliability and Identifiability in Persona-Trained Monte Carlo: Variance Decomposition, Stability Bounds, and the Identifiability of Heterogeneous News Reaction

Reliability and Identifiability in Persona-Trained Monte Carlo: Variance Decomposition, Stability Bounds, and the Identifiability of Heterogeneous News Reaction
cs.LG updates on arXiv.org

Machine Learning for Depression Screening and Intervention: an Original Circadian Rhythm Score-based Methodology

Machine Learning for Depression Screening and Intervention: an Original Circadian Rhythm Score-based Methodology
cs.LG updates on arXiv.org

A Physics-Regulated Neural Framework for Learning 3D Grain Growth Dynamics

A Physics-Regulated Neural Framework for Learning 3D Grain Growth Dynamics
cs.LG updates on arXiv.org

URSA: Chemistry-Aware Benchmark for Utilitarian Retrosynthesis Assessment

URSA: Chemistry-Aware Benchmark for Utilitarian Retrosynthesis Assessment
cs.LG updates on arXiv.org

F-ACVAE: A Federated Adaptive Conditional Variational Auto-Encoder for Privacy-Preserving Intrusion Detection in IoT Networks

F-ACVAE: A Federated Adaptive Conditional Variational Auto-Encoder for Privacy-Preserving Intrusion Detection in IoT Networks
cs.LG updates on arXiv.org

Hierarchical Scaffolding Enables Human-Like Cognitive Selectivity under Data Scarcity

Hierarchical Scaffolding Enables Human-Like Cognitive Selectivity under Data Scarcity
cs.LG updates on arXiv.org

RSPO: Reward-Swap Policy Optimization for Multi-Turn LLM Agents

RSPO: Reward-Swap Policy Optimization for Multi-Turn LLM Agents
cs.LG updates on arXiv.org

Trust Region Policy Distillation

Trust Region Policy Distillation
cs.LG updates on arXiv.org

Multi-Turn On-Policy Distillation with Prefix Replay

Multi-Turn On-Policy Distillation with Prefix Replay
cs.LG updates on arXiv.org

MARLIN: De Novo Molecular Structure Elucidation from Tandem Mass Spectra without a Ground-Truth Formula

MARLIN: De Novo Molecular Structure Elucidation from Tandem Mass Spectra without a Ground-Truth Formula
cs.LG updates on arXiv.org

Towards Personalized Differentially Private Learning for Decentralized Local Graphs

Towards Personalized Differentially Private Learning for Decentralized Local Graphs
cs.LG updates on arXiv.org

Predicting Drafted Deck Strength for "Magic: the Gathering"

Predicting Drafted Deck Strength for "Magic: the Gathering"
cs.LG updates on arXiv.org

Compressed Computation under $L^4$ Loss is likely Computation in Superposition

Compressed Computation under $L^4$ Loss is likely Computation in Superposition
cs.LG updates on arXiv.org

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers
cs.LG updates on arXiv.org

KinEMbed: Decoding Kinematics from Electromyography via Cross-Modal Contrastive Learning

KinEMbed: Decoding Kinematics from Electromyography via Cross-Modal Contrastive Learning
cs.LG updates on arXiv.org

Probably Correct Optimal Stable Matching under Two-Sided Uncertainty

Probably Correct Optimal Stable Matching under Two-Sided Uncertainty
cs.LG updates on arXiv.org

Representing and Detecting Label Ambiguity in IMU-Based Exercise Evaluation

Representing and Detecting Label Ambiguity in IMU-Based Exercise Evaluation
cs.LG updates on arXiv.org

Pretraining Curricula Enable Selective Fine-tuning

Pretraining Curricula Enable Selective Fine-tuning
cs.LG updates on arXiv.org

Framework for Grouping Local Process Models

Framework for Grouping Local Process Models
cs.LG updates on arXiv.org

Enhancing the Forecasting Capability of Multi-Model Blending Algorithms for Extreme Precipitation via Joint Use of Station and Gridded Observations

Enhancing the Forecasting Capability of Multi-Model Blending Algorithms for Extreme Precipitation via Joint Use of Station and Gridded Observations
cs.LG updates on arXiv.org

Active Learning on Adversarially Corrupted Graphs

Active Learning on Adversarially Corrupted Graphs
cs.LG updates on arXiv.org

RL-Ballast: Ship Ballast Water Path Planning and Clog Prediction via Reinforcement Learning

RL-Ballast: Ship Ballast Water Path Planning and Clog Prediction via Reinforcement Learning
cs.LG updates on arXiv.org

When Do Foundation Models Pay Off? A Break-Even Analysis of Pretrained Time Series Forecasters

When Do Foundation Models Pay Off? A Break-Even Analysis of Pretrained Time Series Forecasters
cs.LG updates on arXiv.org

Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study

Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study
cs.LG updates on arXiv.org

Lightweight ML-Based Automatic Sleep Staging Framework with Constrained CNN and Mamba for Small-Sample EEG Datasets

Lightweight ML-Based Automatic Sleep Staging Framework with Constrained CNN and Mamba for Small-Sample EEG Datasets
cs.LG updates on arXiv.org

Sensitivity Sampling with Predictions for k-Means Clustering

Sensitivity Sampling with Predictions for k-Means Clustering
cs.LG updates on arXiv.org

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training
cs.LG updates on arXiv.org

Geometry-Aware Bayesian Quantification via Compositional Data Analysis

Geometry-Aware Bayesian Quantification via Compositional Data Analysis
cs.LG updates on arXiv.org

Qantara: Bridge-Flow Training for Multi-Paradigm JEPA Control

Qantara: Bridge-Flow Training for Multi-Paradigm JEPA Control
cs.LG updates on arXiv.org

Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution

Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution
cs.LG updates on arXiv.org

Non-Convex Sparse Reinforcement Learning via Non-Monotone Inclusions

Non-Convex Sparse Reinforcement Learning via Non-Monotone Inclusions
cs.LG updates on arXiv.org

The Map Behind the Flow: Finite-Step Gradient Descent as a Dynamical System

The Map Behind the Flow: Finite-Step Gradient Descent as a Dynamical System
cs.LG updates on arXiv.org

ImputeECG: Deep Learning Reconstruction of Complete 12-Lead Electrocardiograms from Incomplete Recordings for Cardiac Assessment

ImputeECG: Deep Learning Reconstruction of Complete 12-Lead Electrocardiograms from Incomplete Recordings for Cardiac Assessment
cs.LG updates on arXiv.org

Hyperparameter Transfer in Graph Neural Networks

Hyperparameter Transfer in Graph Neural Networks
cs.LG updates on arXiv.org

Beyond Modality Fusion: Deep Ensembles for Multimodal Classification

Beyond Modality Fusion: Deep Ensembles for Multimodal Classification
cs.LG updates on arXiv.org

Uncertainty-aware damage identification in short-span bridges via physics-informed variational autoencoder

Uncertainty-aware damage identification in short-span bridges via physics-informed variational autoencoder
cs.LG updates on arXiv.org

CollabEval: Statistically Efficient Collaborative Model Evaluation via Matrix Completion

CollabEval: Statistically Efficient Collaborative Model Evaluation via Matrix Completion
cs.LG updates on arXiv.org

KVpop -- Key-Value Cache Compression with Predictive Online Pruning

KVpop -- Key-Value Cache Compression with Predictive Online Pruning
cs.LG updates on arXiv.org

Computing Monetary Risk Measures in Linear Time

Computing Monetary Risk Measures in Linear Time
cs.LG updates on arXiv.org

FAST: A Holistic Framework for Optimizing Memory-I/O, Computation, and Sampling in Temporal GNN Training

FAST: A Holistic Framework for Optimizing Memory-I/O, Computation, and Sampling in Temporal GNN Training
cs.LG updates on arXiv.org

Functional Bilevel Optimization for Predictive Fairness

Functional Bilevel Optimization for Predictive Fairness
cs.LG updates on arXiv.org

Counterfactual Methods for Detecting Unfairness in Anti-Money Laundering Algorithms

Counterfactual Methods for Detecting Unfairness in Anti-Money Laundering Algorithms
cs.LG updates on arXiv.org

Choosing a parallel heterogeneous ensemble method for tabular classification

Choosing a parallel heterogeneous ensemble method for tabular classification
cs.LG updates on arXiv.org

Grokking Is Conditional and Fragile: A Fully-Tractable, Multi-Seed Study at 12K Parameters

Grokking Is Conditional and Fragile: A Fully-Tractable, Multi-Seed Study at 12K Parameters
cs.LG updates on arXiv.org

Localized LoRA-MoE: Block-wise Low-Rank Experts With Adaptive Routing

Localized LoRA-MoE: Block-wise Low-Rank Experts With Adaptive Routing
cs.LG updates on arXiv.org

PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference

PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference
cs.LG updates on arXiv.org

Physiological Noise Augmentation Improves Non-Invasive Brain-to-Speech

Physiological Noise Augmentation Improves Non-Invasive Brain-to-Speech
cs.LG updates on arXiv.org

MeGA-MP: Metric Graph Advection Message Passing -- A Physics-Informed Message Passing Operator for Advection-Dominated Metric Graphs

MeGA-MP: Metric Graph Advection Message Passing -- A Physics-Informed Message Passing Operator for Advection-Dominated Metric Graphs
cs.LG updates on arXiv.org

Platonic Projection Structures: Operator-Induced Observability in Representation Learning

Platonic Projection Structures: Operator-Induced Observability in Representation Learning
cs.LG updates on arXiv.org

Relational Multi-Agent Reinforcement Learning for Dynamic Pricing in High-Speed Railway Markets

Relational Multi-Agent Reinforcement Learning for Dynamic Pricing in High-Speed Railway Markets
cs.LG updates on arXiv.org

SMART: A Machine Learning and Monte Carlo Framework for Rapid Analysis of Stochastic Transistor Aging and Process Variation in Digital Circuits

SMART: A Machine Learning and Monte Carlo Framework for Rapid Analysis of Stochastic Transistor Aging and Process Variation in Digital Circuits
cs.LG updates on arXiv.org

Latent Programming Horizons in Coding Agents

Latent Programming Horizons in Coding Agents
cs.LG updates on arXiv.org

Noisy-Channel Minimum Bayes Risk Decoding

Noisy-Channel Minimum Bayes Risk Decoding
cs.LG updates on arXiv.org

FlatManifold: Robust Continual Learning under Severe Label Noise and Domain Shifts via Intrinsic Manifold Flattening

FlatManifold: Robust Continual Learning under Severe Label Noise and Domain Shifts via Intrinsic Manifold Flattening
cs.LG updates on arXiv.org

Video-based detection of cessation of breathing in pre-term infants using machine learning

Video-based detection of cessation of breathing in pre-term infants using machine learning
cs.LG updates on arXiv.org

CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling

CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling
cs.LG updates on arXiv.org

FUSE: FK-Steered Multi-Modal Flow Matching for Efficient Simulation-Based Posterior Estimation

FUSE: FK-Steered Multi-Modal Flow Matching for Efficient Simulation-Based Posterior Estimation
cs.LG updates on arXiv.org

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation
cs.LG updates on arXiv.org

Target-Guided Selective Reweighting for Physics-Informed Neural Network Inverse Problems: A Transfer Learning Approach

Target-Guided Selective Reweighting for Physics-Informed Neural Network Inverse Problems: A Transfer Learning Approach
cs.LG updates on arXiv.org

Adaptive Inference Batching using Policy Gradients

Adaptive Inference Batching using Policy Gradients
cs.LG updates on arXiv.org

Advances in Neural Controlled Differential Equations

Advances in Neural Controlled Differential Equations
cs.LG updates on arXiv.org

Air Quality Downscaling with Station-Guided Pseudo-Supervision

Air Quality Downscaling with Station-Guided Pseudo-Supervision
cs.LG updates on arXiv.org

Learning Only What Valid Adapters Can Express: Subspace-Constrained Adaptation Against Fine-Tuning Poisoning

Learning Only What Valid Adapters Can Express: Subspace-Constrained Adaptation Against Fine-Tuning Poisoning
cs.LG updates on arXiv.org

Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer

Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer
cs.LG updates on arXiv.org

How Far is Too Far? Defining the Distance Threshold for Verification Siamese Networks

How Far is Too Far? Defining the Distance Threshold for Verification Siamese Networks
cs.LG updates on arXiv.org

TREK: Distill to Explore, Reinforce to Refine

TREK: Distill to Explore, Reinforce to Refine
cs.LG updates on arXiv.org

CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents

CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents
cs.LG updates on arXiv.org

TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning

TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning
cs.LG updates on arXiv.org

What Does a Discrete Diffusion Model Learn?

What Does a Discrete Diffusion Model Learn?
cs.LG updates on arXiv.org

Weak-to-Strong Generalization via Direct On-Policy Distillation

Weak-to-Strong Generalization via Direct On-Policy Distillation
cs.LG updates on arXiv.org

SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images

SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
cs.LG updates on arXiv.org

miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models

miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models
cs.LG updates on arXiv.org

Inverse Design of Metainterfaces for Static Friction Control: Beyond the Hertzian Limit

Inverse Design of Metainterfaces for Static Friction Control: Beyond the Hertzian Limit
cs.LG updates on arXiv.org

Open-Weather Robust 3D Detection via Dual-Critic Diffusion Alignment

Open-Weather Robust 3D Detection via Dual-Critic Diffusion Alignment
cs.LG updates on arXiv.org

Tile-Level Activation Overlap for Efficient LLM Inference

Tile-Level Activation Overlap for Efficient LLM Inference
cs.LG updates on arXiv.org

Physics-Informed Domain-Invariant Feature Learning with Autoencoder-Driven Gaussian Clustering for Robust Non-line-of-Sight Scenarios

Physics-Informed Domain-Invariant Feature Learning with Autoencoder-Driven Gaussian Clustering for Robust Non-line-of-Sight Scenarios
cs.LG updates on arXiv.org

Beyond Satisfaction: Learning Associations Between Content, Reviews, and Well-Being

Beyond Satisfaction: Learning Associations Between Content, Reviews, and Well-Being
cs.LG updates on arXiv.org

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring

Transformer-based Multisensor Data Fusion of Ultrasonic Guided Wave and FBG-based Strain Measurements for Multitask Aerospace Structural Health Monitoring
cs.LG updates on arXiv.org

Interpretable machine learning predicts Parkinson's disease severity using motion-corrected QSM MRI and multiband multiecho fMRI features

Interpretable machine learning predicts Parkinson's disease severity using motion-corrected QSM MRI and multiband multiecho fMRI features
cs.LG updates on arXiv.org

MLSYSIM: First-Principles Infrastructure Modeling for Machine Learning Systems

MLSYSIM: First-Principles Infrastructure Modeling for Machine Learning Systems
cs.LG updates on arXiv.org

Uncertainty-Aware Last-Layer Adaptation of RETFound for Referable Diabetic Retinopathy Screening Under Dataset Shift

Uncertainty-Aware Last-Layer Adaptation of RETFound for Referable Diabetic Retinopathy Screening Under Dataset Shift
cs.LG updates on arXiv.org

From Tensor Buffer to Distributed Memory Hierarchy: A Survey of KV Cache Management for LLM Serving

From Tensor Buffer to Distributed Memory Hierarchy: A Survey of KV Cache Management for LLM Serving
cs.LG updates on arXiv.org

CORA: Per-Slice Coherent Orthogonal Rotation for SVD-based Low-Rank Adaptation

CORA: Per-Slice Coherent Orthogonal Rotation for SVD-based Low-Rank Adaptation
cs.LG updates on arXiv.org

The Moving Target: A Longitudinal Audit of Trustworthiness Drift Across Twelve Checkpoints of Open-Source Chat LLMs

The Moving Target: A Longitudinal Audit of Trustworthiness Drift Across Twelve Checkpoints of Open-Source Chat LLMs
cs.LG updates on arXiv.org

H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-policy Distillation

H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-policy Distillation
cs.LG updates on arXiv.org

CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness
cs.LG updates on arXiv.org

Scaling Weisfeiler-Leman Expressiveness Analysis to Massive Graphs with GPUs

Scaling Weisfeiler-Leman Expressiveness Analysis to Massive Graphs with GPUs
cs.LG updates on arXiv.org

Towards transferable lightweight neuromorphic computing through a model-free temporal-switch framework

Towards transferable lightweight neuromorphic computing through a model-free temporal-switch framework
cs.LG updates on arXiv.org

Privacy-Preserving Industrial Ergonomics: mmWave-Based Automated REBA Scoring and Pose Estimation

Privacy-Preserving Industrial Ergonomics: mmWave-Based Automated REBA Scoring and Pose Estimation
cs.LG updates on arXiv.org

Fusion: A Framework for Unified Sequential Token AdaptatIon in VisiOn TraNsformers

Fusion: A Framework for Unified Sequential Token AdaptatIon in VisiOn TraNsformers
cs.LG updates on arXiv.org

Schedulable Job-Level Dependencies for Cause-Effect Chains via Graph Neural Networks

Schedulable Job-Level Dependencies for Cause-Effect Chains via Graph Neural Networks
cs.LG updates on arXiv.org

SE-UNet: Singular Equivariant Imaging for Real-World Constrained Generation

SE-UNet: Singular Equivariant Imaging for Real-World Constrained Generation
cs.LG updates on arXiv.org

Benign Overfitting Does Not Occur in Diffusion Models

Benign Overfitting Does Not Occur in Diffusion Models
cs.LG updates on arXiv.org

Contaminated Multi-task Learning with Heterogeneity: Fundamental Limits and Optimal Algorithms

Contaminated Multi-task Learning with Heterogeneity: Fundamental Limits and Optimal Algorithms
cs.LG updates on arXiv.org

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability
cs.LG updates on arXiv.org

RES-DARE: Failure-Aware Expert Adaptation and Rollback-Safe Self-Repair for Intrusion Detection

RES-DARE: Failure-Aware Expert Adaptation and Rollback-Safe Self-Repair for Intrusion Detection
cs.LG updates on arXiv.org

Property-Constrained 3D Porous Media Reconstruction from 2D Images via Conditional Generative Adversarial Networks

Property-Constrained 3D Porous Media Reconstruction from 2D Images via Conditional Generative Adversarial Networks
cs.LG updates on arXiv.org

Diagnosing Aerial-View Object Detectors with Foundational Image Generative Models

Diagnosing Aerial-View Object Detectors with Foundational Image Generative Models
cs.LG updates on arXiv.org

Provable Pruning for Efficient 3D Gaussian Splatting via Coresets

Provable Pruning for Efficient 3D Gaussian Splatting via Coresets
cs.LG updates on arXiv.org

Optimality-Informed Neural Networks for Lunar Landing Trajectory Optimization

Optimality-Informed Neural Networks for Lunar Landing Trajectory Optimization
cs.LG updates on arXiv.org

CodeJeNN: A simple C++ neural network generator for physics applications

CodeJeNN: A simple C++ neural network generator for physics applications
cs.LG updates on arXiv.org

Pretreatment MRI reveals a latent, molecular-subtype-independent structural phenotype that organizes treatment trajectories and recurrence risk

Pretreatment MRI reveals a latent, molecular-subtype-independent structural phenotype that organizes treatment trajectories and recurrence risk
cs.LG updates on arXiv.org

EvoOtter: Evolutionary Reproduction Test Generator

EvoOtter: Evolutionary Reproduction Test Generator
cs.LG updates on arXiv.org

SPLIT: Training-Free AI-Generated and Partially Edited Video Detection via Spatial Patch-Level Incoherence and Temporal Roughness

SPLIT: Training-Free AI-Generated and Partially Edited Video Detection via Spatial Patch-Level Incoherence and Temporal Roughness
cs.LG updates on arXiv.org

Selectivity Estimation for Linear Queries via Online Learning

Selectivity Estimation for Linear Queries via Online Learning
cs.LG updates on arXiv.org

Open Problem: Is Interaction Necessary for Order-Optimal 1-bit Mean Estimation?

Open Problem: Is Interaction Necessary for Order-Optimal 1-bit Mean Estimation?
cs.LG updates on arXiv.org

PromptPET: Privacy-Utility Optimized Prompt Obfuscation

PromptPET: Privacy-Utility Optimized Prompt Obfuscation
cs.LG updates on arXiv.org

Incentivizing Vision Language Models to Search for Long Video Question Answering

Incentivizing Vision Language Models to Search for Long Video Question Answering
cs.LG updates on arXiv.org

CONFLUX: A Latent Diusion Model for 3D Chest-CT Synthesis with RL Post-Training

CONFLUX: A Latent Diusion Model for 3D Chest-CT Synthesis with RL Post-Training
cs.LG updates on arXiv.org

HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video Diffusion

HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video Diffusion
cs.LG updates on arXiv.org

PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation

PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation
cs.LG updates on arXiv.org

Graph Neural Networks for the Graphical Bootstrap

Graph Neural Networks for the Graphical Bootstrap
cs.LG updates on arXiv.org

Dimension Reduction for Curves: Simplified and Generalized

Dimension Reduction for Curves: Simplified and Generalized
cs.LG updates on arXiv.org

Vidu S1: A Real-Time Interactive Video Generation Model

Vidu S1: A Real-Time Interactive Video Generation Model
cs.LG updates on arXiv.org

Open-Set Source Tracing as Compositional Factors via Structured Prototypes

Open-Set Source Tracing as Compositional Factors via Structured Prototypes
cs.LG updates on arXiv.org

An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures

An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures
cs.LG updates on arXiv.org

Which Algorithm Specification Formats Help Language Models Implement Machine Learning Algorithms?

Which Algorithm Specification Formats Help Language Models Implement Machine Learning Algorithms?
cs.LG updates on arXiv.org

Denoised Conformal Alignment for Reliable Selection of Conditional Average Treatment Effect Predictions

Denoised Conformal Alignment for Reliable Selection of Conditional Average Treatment Effect Predictions
cs.LG updates on arXiv.org

KARMA: Knowledge graph-based Automated Reasoning Materialization and Alignment

KARMA: Knowledge graph-based Automated Reasoning Materialization and Alignment
cs.LG updates on arXiv.org

Entropy Regularization Improves Policy Robustness in Continuous-Time Reinforcement Learning

Entropy Regularization Improves Policy Robustness in Continuous-Time Reinforcement Learning
cs.LG updates on arXiv.org

CRRL: A Causality-Based Reinforcement Learning Framework for Autonomous System Recovery

CRRL: A Causality-Based Reinforcement Learning Framework for Autonomous System Recovery
cs.LG updates on arXiv.org

Quantum Kolmogorov--Arnold representation theorem for continuous unitary-valued maps

Quantum Kolmogorov--Arnold representation theorem for continuous unitary-valued maps
cs.LG updates on arXiv.org

Scalable Maximal Frequent Episode Mining with Desbordante

Scalable Maximal Frequent Episode Mining with Desbordante
cs.LG updates on arXiv.org

Self-Specializing Vision-Language Transmon Chip Calibration in a Physics-Grounded Environment

Self-Specializing Vision-Language Transmon Chip Calibration in a Physics-Grounded Environment
cs.LG updates on arXiv.org

Seeing Through WiFi: Lightweight Human Pose Estimation with Dynamic Kernel Attention

Seeing Through WiFi: Lightweight Human Pose Estimation with Dynamic Kernel Attention
cs.LG updates on arXiv.org

Deriving Benchmarking Datasets from Long-Form Recordings: Challenges and Opportunities

Deriving Benchmarking Datasets from Long-Form Recordings: Challenges and Opportunities
cs.LG updates on arXiv.org

Complexity of Normalized Persistence Problems for Topological Data Analysis and Local Hamiltonians

Complexity of Normalized Persistence Problems for Topological Data Analysis and Local Hamiltonians
cs.LG updates on arXiv.org

Taste-aware music retrieval from audio embeddings

Taste-aware music retrieval from audio embeddings
cs.LG updates on arXiv.org

Piecewise Dynamic Diffusion Regularization for Reconstruction of Cardiac Cine MRI

Piecewise Dynamic Diffusion Regularization for Reconstruction of Cardiac Cine MRI
cs.LG updates on arXiv.org

Adaptive Loss Balancing for Multi-Task Bioacoustic Classification of Bird Species and Call Types

Adaptive Loss Balancing for Multi-Task Bioacoustic Classification of Bird Species and Call Types
cs.LG updates on arXiv.org

SPORK: Self-Speculative Forking to Accelerate Agentic LLM Inference

SPORK: Self-Speculative Forking to Accelerate Agentic LLM Inference
cs.LG updates on arXiv.org

Efficient Decentralized Multi-task Dataset Valuation via Model Merging

Efficient Decentralized Multi-task Dataset Valuation via Model Merging
cs.LG updates on arXiv.org

Pathways of Visual Information Flow in Vision-Language Models

Pathways of Visual Information Flow in Vision-Language Models
cs.LG updates on arXiv.org

CaSPECT: Discovering Causally Homogeneous Subgroups via Directed Spectral Clustering

CaSPECT: Discovering Causally Homogeneous Subgroups via Directed Spectral Clustering
cs.LG updates on arXiv.org

A Hierarchy of Policy Learning Problems

A Hierarchy of Policy Learning Problems
cs.LG updates on arXiv.org

When Aggregate Alignment Misleads: Auditing Policy Repair Without Per-State Expert Actions

When Aggregate Alignment Misleads: Auditing Policy Repair Without Per-State Expert Actions
cs.LG updates on arXiv.org

Scalable Differentially Private Data Compression via Diffusion and Stochastic Codes

Scalable Differentially Private Data Compression via Diffusion and Stochastic Codes
cs.LG updates on arXiv.org

From Mobile Data to Business Insights: An End-to-End Analytics Framework for Large-Scale Urban Mobility Analysis and Decision Support

From Mobile Data to Business Insights: An End-to-End Analytics Framework for Large-Scale Urban Mobility Analysis and Decision Support
cs.LG updates on arXiv.org

SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe
cs.LG updates on arXiv.org

ADP: Adversarial Dynamics Priors for Physically Grounded Humanoid Locomotion

ADP: Adversarial Dynamics Priors for Physically Grounded Humanoid Locomotion
cs.LG updates on arXiv.org

WorldBagel: Uncovering the Power of Unified Multimodal Models for Vision-Language-Action-World Modeling

WorldBagel: Uncovering the Power of Unified Multimodal Models for Vision-Language-Action-World Modeling
cs.LG updates on arXiv.org

CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging

CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging
cs.LG updates on arXiv.org

Reading Between the Dots: Decoding Hidden Computation across Filler Tokens

Reading Between the Dots: Decoding Hidden Computation across Filler Tokens