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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

AREX: Towards a Recursively Self-Improving Agent for Deep Research

AREX: Towards a Recursively Self-Improving Agent for Deep Research
Hugging Face Papers

Visual Contrastive Self-Distillation

Visual Contrastive Self-Distillation
Hugging Face Papers

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
Hugging Face Papers

ReferTrack: Referring Then Tracking for Embodied Visual Tracking

ReferTrack: Referring Then Tracking for Embodied Visual Tracking
Hugging Face Papers

Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text

Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text
Hugging Face Papers

Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction

Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction
Hugging Face Papers

LLMs Get Lost in Evolving User Intent

LLMs Get Lost in Evolving User Intent
Hugging Face Papers

Color Pass-Through via Camera-Display Coupling

Color Pass-Through via Camera-Display Coupling
Hugging Face Papers

Sample-Efficient Learning from Agent Experience

Sample-Efficient Learning from Agent Experience
Hugging Face Papers

Recurrent Sinusoidal INRs for Efficient High-Fidelity Representation

Recurrent Sinusoidal INRs for Efficient High-Fidelity Representation
Hugging Face Papers

NVIDIA-labs OO Agents: Native Python Object-Oriented Agents

NVIDIA-labs OO Agents: Native Python Object-Oriented Agents
Hugging Face Papers

Predictive Divergence Masks for LLM RL

Predictive Divergence Masks for LLM RL
Hugging Face Papers

TableVerse: A Large-scale Tabletop Dataset with Real-world Grounded Layouts for Generalizable Manipulation

TableVerse: A Large-scale Tabletop Dataset with Real-world Grounded Layouts for Generalizable Manipulation
Hugging Face Papers

Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers

Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers
Hugging Face Papers

Robostral Navigate

Robostral Navigate
Hugging Face Papers

GraphVid: Interactive Graph-Controllable Video Generation

GraphVid: Interactive Graph-Controllable Video Generation
Hugging Face Papers

Previous

Previous
#AIタグ

AI が奪ったのは「仕事」ではなく「情熱」か?

AI が奪ったのは「仕事」ではなく「情熱」か?
#AIタグ

朝礼の最後の「3分」で、部内のAI活用を回す

朝礼の最後の「3分」で、部内のAI活用を回す
#AIタグ

AIのコードに自分の名前を置けるか

AIのコードに自分の名前を置けるか
#AIタグ

【ナレッジベース】主要生成AI 4種の得意・不得意と使い分け

【ナレッジベース】主要生成AI 4種の得意・不得意と使い分け
#AIタグ

AIを「使いこなす」と「使われる」の違い:AI時代に守るべき「主体性」(問いのデザイン#47)

AIを「使いこなす」と「使われる」の違い:AI時代に守るべき「主体性」(問いのデザイン#47)
#AIタグ

Googleマップから営業リストは作れた。でも受注はゼロだった——「見つかる客」と「届く客」は別だった

Googleマップから営業リストは作れた。でも受注はゼロだった——「見つかる客」と「届く客」は別だった
#AIタグ

ChatGPT向けアプリ「Indeedアプリ」で求職者の仕事探しはどう変わる?

ChatGPT向けアプリ「Indeedアプリ」で求職者の仕事探しはどう変わる?
#AIタグ

人の不幸は蜜の味。

人の不幸は蜜の味。
#AIタグ

AIを先生にも実装者にもすると、間違いに気づく人がいなくなる

AIを先生にも実装者にもすると、間違いに気づく人がいなくなる
#AIタグ

7/24 戸田12R 自信度: 22%

7/24 戸田12R 自信度: 22%
#AIタグ

25歳・資産500万円。AIに30歳で資産1,500万円を達成できるか相談してみた

25歳・資産500万円。AIに30歳で資産1,500万円を達成できるか相談してみた
#AIタグ

#91 【AIの完成を見た目で決めない】「どこまでできたら終わり?」を合格条件へ変える受け取りレシピ🍀

#91 【AIの完成を見た目で決めない】「どこまでできたら終わり?」を合格条件へ変える受け取りレシピ🍀
#AIタグ

【AIエンジニアを目指す#8】文字列操作とf-string

【AIエンジニアを目指す#8】文字列操作とf-string
#AIタグ

【常識反転仮説 Season2 AI編 No.6】AIは、「信じる」という能力を理解できなかった⁉――人類は、証拠よりも希望を未来へ残す生き物だった!

【常識反転仮説 Season2 AI編 No.6】AIは、「信じる」という能力を理解できなかった⁉――人類は、証拠よりも希望を未来へ残す生き物だった!
#AIタグ

【note初心者】生成AIで顔アイコンを作成しました。

【note初心者】生成AIで顔アイコンを作成しました。
#AIタグ

パランティアとXそのものが国政を揺るがしている脅威になってるとする事実を、日本の政治家はしっかりと理解し把握してるのだろうか

パランティアとXそのものが国政を揺るがしている脅威になってるとする事実を、日本の政治家はしっかりと理解し把握してるのだろうか
#AIタグ

AIに答えを聞くほど、学べなくなる? 生成AIを「学習道具」に変える6つの使い方

AIに答えを聞くほど、学べなくなる? 生成AIを「学習道具」に変える6つの使い方
#AIタグ

「AIなら一瞬でしょ♪」そう思って開いたのに…最初の壁で止まりました😂

「AIなら一瞬でしょ♪」そう思って開いたのに…最初の壁で止まりました😂
#AIタグ

7/24 江戸川12R 自信度: 26%

7/24 江戸川12R 自信度: 26%
LLMタグが付けられた新着記事 - Qiita

同じAnthropic製で乗っ取り率32%対79%: AgentRedBenchが暴いた「エージェント防御の急所」

同じAnthropic製で乗っ取り率32%対79%: AgentRedBenchが暴いた「エージェント防御の急所」
#AIタグ

7/24 尼崎12R 自信度: 19%

7/24 尼崎12R 自信度: 19%
#AIタグ

AI時代に問い直す「人間の価値」-高校生が全国優勝・アメリカへの挑戦・豊洲市場から学んだこと-

AI時代に問い直す「人間の価値」-高校生が全国優勝・アメリカへの挑戦・豊洲市場から学んだこと-
#AIタグ

[メモ]無料でバイブコーディングしたい

[メモ]無料でバイブコーディングしたい
#AIタグ

録音データを渡されるだけ。AIで議事録を作る在宅ワークで月3万円を積み上げる

録音データを渡されるだけ。AIで議事録を作る在宅ワークで月3万円を積み上げる
#AIタグ

AIって結局、何に使えるの?|50代の私たちが、いま始めるべき理由

AIって結局、何に使えるの?|50代の私たちが、いま始めるべき理由
#AIタグ

Notebooklmを活用!「貯蓄から投資」の先へ!2026年・日本経済をアップグレードする新金融戦略とは?

Notebooklmを活用!「貯蓄から投資」の先へ!2026年・日本経済をアップグレードする新金融戦略とは?
ITmedia NEWS 最新記事一覧

総務省、Google・Xなど5社に勧告 誹謗中傷対策の報告義務を怠る 情プラ法違反で

総務省、Google・Xなど5社に勧告 誹謗中傷対策の報告義務を怠る 情プラ法違反で
#LLMタグ

<AI夢小説・乙女ゲー自動生成⑨>物語に深みを出す舞台・登場人物設定の仕方

<AI夢小説・乙女ゲー自動生成⑨>物語に深みを出す舞台・登場人物設定の仕方
LLMタグが付けられた新着記事 - Qiita

Codexで「Request blocked」が出て会話を続けられなくなった話

Codexで「Request blocked」が出て会話を続けられなくなった話
#LLMタグ

LLMは生きていない

LLMは生きていない
#LLMタグ

AIの世界に大きな激震!中国から現れた超絶頭脳「Kimi K3」が巻き起こす大波の正体

AIの世界に大きな激震!中国から現れた超絶頭脳「Kimi K3」が巻き起こす大波の正体
MarkTechPost

How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing

How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing
#LLMタグ

馬を鹿と見間違える力について

馬を鹿と見間違える力について
ITmedia NEWS 最新記事一覧

ChatGPTとClaude、そろって音声機能強化 Codexでエージェントに“声だけで指示”も可能に

ChatGPTとClaude、そろって音声機能強化 Codexでエージェントに“声だけで指示”も可能に
LLMタグが付けられた新着記事 - Qiita

「変な学習ログ」からGRPOの研究が生まれるまで

「変な学習ログ」からGRPOの研究が生まれるまで
#LLMタグ

プロンプトの次は、コンテキスト設計

プロンプトの次は、コンテキスト設計
ITmedia NEWS 最新記事一覧

性的表現に誤タップ誘導――ネットの“不快な広告”への苦情が1年で2倍に 件数も過去最多

性的表現に誤タップ誘導――ネットの“不快な広告”への苦情が1年で2倍に 件数も過去最多
NVIDIA Blog

At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners

At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners
Latent.Space

[AINews] Black Forest Labs FLUX 3 - Multimodal Flow Models that beat Seedance 2.0, Gemini Omni and Grok Imagine, and FLUX-mimic video-action robotics model

[AINews] Black Forest Labs FLUX 3 - Multimodal Flow Models that beat Seedance 2.0, Gemini Omni and Grok Imagine, and FLUX-mimic video-action robotics model
#LLMタグ

AIエージェントは「1回拒否できた」だけでは安全とは言えない——適応型15ラウンド評価で集計攻撃成功率が最大14.0%

AIエージェントは「1回拒否できた」だけでは安全とは言えない——適応型15ラウンド評価で集計攻撃成功率が最大14.0%
#LLMタグ

DeepSeekとは何者なのか?世界を震撼させた中国AI企業の正体

DeepSeekとは何者なのか?世界を震撼させた中国AI企業の正体
#LLMタグ

AIが書く時代に、エンジニアの価値はどこにあるか——LoreOS開発のリアル

AIが書く時代に、エンジニアの価値はどこにあるか——LoreOS開発のリアル
MIT News - Artificial intelligence

Working to automate nuclear plant operations

Working to automate nuclear plant operations
cs.LG updates on arXiv.org

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators
cs.LG updates on arXiv.org

PhantomFill: When the Form Demands an Answer, Language Models Invent One

PhantomFill: When the Form Demands an Answer, Language Models Invent One
cs.LG updates on arXiv.org

The Active Ingredient in Muon's Grokking

The Active Ingredient in Muon's Grokking
cs.LG updates on arXiv.org

Scaling Closed-Loop Feature Channel Configuration with LLMs

Scaling Closed-Loop Feature Channel Configuration with LLMs
cs.LG updates on arXiv.org

Multimodal CoLRAG-TF: Triple-Filtered Retrieval for Complex PDFs

Multimodal CoLRAG-TF: Triple-Filtered Retrieval for Complex PDFs
cs.LG updates on arXiv.org

Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts

Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts
cs.LG updates on arXiv.org

Generative Bayesian Filtering for State Estimation

Generative Bayesian Filtering for State Estimation
cs.LG updates on arXiv.org

Do Active SAE Feature Planes Carry More Holonomy? A Preregistered Reversal in Gemma

Do Active SAE Feature Planes Carry More Holonomy? A Preregistered Reversal in Gemma
cs.LG updates on arXiv.org

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement
cs.LG updates on arXiv.org

CLOE: Christoffel Loss Autoencoder for Anomaly Detection

CLOE: Christoffel Loss Autoencoder for Anomaly Detection
cs.LG updates on arXiv.org

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development
cs.LG updates on arXiv.org

Grounding Investor Views: Neural Predicates in the Black-Litterman Model

Grounding Investor Views: Neural Predicates in the Black-Litterman Model
cs.LG updates on arXiv.org

A Graph Neural Network approach to zero-shot Digital Twins

A Graph Neural Network approach to zero-shot Digital Twins
cs.LG updates on arXiv.org

ReliableTableQA:How Much Supervision Does Reliability Annotation Need?

ReliableTableQA:How Much Supervision Does Reliability Annotation Need?
cs.LG updates on arXiv.org

Codec-Gauge: Learning Compression-Friendly Gauges for Transformer KV Caches

Codec-Gauge: Learning Compression-Friendly Gauges for Transformer KV Caches
cs.LG updates on arXiv.org

Leveraging Biokinetic Knowledge Priors for Data-Scarce Bioprocess Modeling

Leveraging Biokinetic Knowledge Priors for Data-Scarce Bioprocess Modeling
cs.LG updates on arXiv.org

From Atoms to Entropy: Optimal Noise Allocation for Diffusion Training in the Convex Regime

From Atoms to Entropy: Optimal Noise Allocation for Diffusion Training in the Convex Regime
cs.LG updates on arXiv.org

HypNO: A Graph-Based Neural Operator with Physics-Informed Message Passing for Hyperbolic Conservation Laws

HypNO: A Graph-Based Neural Operator with Physics-Informed Message Passing for Hyperbolic Conservation Laws
cs.LG updates on arXiv.org

Improving Access to Essential Medicines via Decision-Aware Machine Learning

Improving Access to Essential Medicines via Decision-Aware Machine Learning
cs.LG updates on arXiv.org

When RLVR Shrinks the Reasoning Boundary: Diagnosing Pass@k Inversion

When RLVR Shrinks the Reasoning Boundary: Diagnosing Pass@k Inversion
cs.LG updates on arXiv.org

Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning

Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning
cs.LG updates on arXiv.org

SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales

SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales
cs.LG updates on arXiv.org

SevDiff: Severity-Conditioned Diffusion for Long-Tail Conflict Trajectory Generation

SevDiff: Severity-Conditioned Diffusion for Long-Tail Conflict Trajectory Generation
cs.LG updates on arXiv.org

Beyond SBDD: Geometric Deep Learning in Polypharmacology and Multi-target Drug Design

Beyond SBDD: Geometric Deep Learning in Polypharmacology and Multi-target Drug Design
cs.LG updates on arXiv.org

SenCos-GEM: SENet-Calibrated and Law-of-Cosines-Constrained Geometry-Enhanced Molecular Representation for Property Prediction

SenCos-GEM: SENet-Calibrated and Law-of-Cosines-Constrained Geometry-Enhanced Molecular Representation for Property Prediction
cs.LG updates on arXiv.org

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat
cs.LG updates on arXiv.org

Double-Scoring: Reliable Extraction of Strong Lottery Tickets

Double-Scoring: Reliable Extraction of Strong Lottery Tickets
cs.LG updates on arXiv.org

Monkey King Bang: A Unified Scientific Multimodal Foundation Model

Monkey King Bang: A Unified Scientific Multimodal Foundation Model
cs.LG updates on arXiv.org

StabilityBench: Benchmarking Instability in LLMs

StabilityBench: Benchmarking Instability in LLMs
cs.LG updates on arXiv.org

Joint Utilization of Geospatial and census proxies for Autoencoder-Assisted Downscaling (JUGAAD) of socioeconomic indicators in India

Joint Utilization of Geospatial and census proxies for Autoencoder-Assisted Downscaling (JUGAAD) of socioeconomic indicators in India
cs.LG updates on arXiv.org

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation
cs.LG updates on arXiv.org

CT-Merging: Consensus Directions and Task-Level Scaling for LoRA Adapter Merging

CT-Merging: Consensus Directions and Task-Level Scaling for LoRA Adapter Merging
cs.LG updates on arXiv.org

AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries

AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries
cs.LG updates on arXiv.org

Fisher Widths: Local Learning Geometry and Anisotropic Recovery

Fisher Widths: Local Learning Geometry and Anisotropic Recovery
cs.LG updates on arXiv.org

Bayesian uncertainty estimation improves clinical decision making in medical AI agents

Bayesian uncertainty estimation improves clinical decision making in medical AI agents
cs.LG updates on arXiv.org

Exact ReLU realization of affine one-dimensional refinement iterates via residual memory and offset frames

Exact ReLU realization of affine one-dimensional refinement iterates via residual memory and offset frames
cs.LG updates on arXiv.org

Detecting Neural Network Failures through Spectral Analysis of Internal Activations

Detecting Neural Network Failures through Spectral Analysis of Internal Activations
cs.LG updates on arXiv.org

STeMP: Spatio-Temporal Modelling Protocol

STeMP: Spatio-Temporal Modelling Protocol
cs.LG updates on arXiv.org

When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers

When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers
cs.LG updates on arXiv.org

Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects

Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects
cs.LG updates on arXiv.org

One Round Is All You Need: Analytic Federated Learning for Task-Heterogeneous Multi-Label Medical Image Classification

One Round Is All You Need: Analytic Federated Learning for Task-Heterogeneous Multi-Label Medical Image Classification
cs.LG updates on arXiv.org

Scaling Interpretable Transformers with Parity Bottleneck Layers

Scaling Interpretable Transformers with Parity Bottleneck Layers
cs.LG updates on arXiv.org

SalesLoop: Reinforcement Learning from Performance Feedback for Sales Lead Ranking

SalesLoop: Reinforcement Learning from Performance Feedback for Sales Lead Ranking
cs.LG updates on arXiv.org

Adaptive Multi-Horizon Reinforcement Learning

Adaptive Multi-Horizon Reinforcement Learning
cs.LG updates on arXiv.org

End-to-End Learning of Safe Optimal Feedback Control in High Dimensions with Control Barrier Function Layers

End-to-End Learning of Safe Optimal Feedback Control in High Dimensions with Control Barrier Function Layers
cs.LG updates on arXiv.org

Explanation-Based Runtime Verification for Trustworthy ML-driven Optical Networks

Explanation-Based Runtime Verification for Trustworthy ML-driven Optical Networks
cs.LG updates on arXiv.org

Attribution Markets: A Fisher-Market Formulation for Fractional Credit Assignment Between Planned Tasks and Performed Actions

Attribution Markets: A Fisher-Market Formulation for Fractional Credit Assignment Between Planned Tasks and Performed Actions
cs.LG updates on arXiv.org

CEDAR: Causal Edge Discovery for Autoregressive Processes

CEDAR: Causal Edge Discovery for Autoregressive Processes
cs.LG updates on arXiv.org

Perspective Latents as an Architectural Condition for Causal Emergence in Active Inference Agents

Perspective Latents as an Architectural Condition for Causal Emergence in Active Inference Agents
cs.LG updates on arXiv.org

LLMs Get Lost in Evolving User Intent

LLMs Get Lost in Evolving User Intent
cs.LG updates on arXiv.org

Cardinality-Decomposed Loss: Matching Training Objectives to Relation Structure in Heterogeneous Recommendation Graphs

Cardinality-Decomposed Loss: Matching Training Objectives to Relation Structure in Heterogeneous Recommendation Graphs
cs.LG updates on arXiv.org

Adaptive Confidence-weighted Expansion for Trustworthy Multi-Omics Multimodal Fusion

Adaptive Confidence-weighted Expansion for Trustworthy Multi-Omics Multimodal Fusion
cs.LG updates on arXiv.org

GaugeQuant: Online Learning of Quantization-Optimal Bases from LLM Symmetries

GaugeQuant: Online Learning of Quantization-Optimal Bases from LLM Symmetries
cs.LG updates on arXiv.org

Memory-Computation Tradeoffs in Semi Amortized Parametric Optimization

Memory-Computation Tradeoffs in Semi Amortized Parametric Optimization
cs.LG updates on arXiv.org

Toward Mechanistic Interpretability of an AI Foundation Model Fine-Tuned for Atmospheric Chemistry

Toward Mechanistic Interpretability of an AI Foundation Model Fine-Tuned for Atmospheric Chemistry
cs.LG updates on arXiv.org

Synthetic minority data is redundant or invalid: a data-dependent validity theory and a de-biased test

Synthetic minority data is redundant or invalid: a data-dependent validity theory and a de-biased test
cs.LG updates on arXiv.org

Memoir: Should a Model Write to Its Memory While It Thinks?

Memoir: Should a Model Write to Its Memory While It Thinks?
cs.LG updates on arXiv.org

External Clustering Validation by the Homogeneity-Parsimony Trade-off

External Clustering Validation by the Homogeneity-Parsimony Trade-off
cs.LG updates on arXiv.org

New Complexity-Theoretic Frontiers of Tractability for Neural Network Training

New Complexity-Theoretic Frontiers of Tractability for Neural Network Training
cs.LG updates on arXiv.org

Robust Asynchronous Q-Learning under Reward and State Corruption via Batching

Robust Asynchronous Q-Learning under Reward and State Corruption via Batching
cs.LG updates on arXiv.org

Beyond Heavy Log Curation: Perplexity-Based APT Detection via Unsupervised, Context-Augmented Language Models

Beyond Heavy Log Curation: Perplexity-Based APT Detection via Unsupervised, Context-Augmented Language Models
cs.LG updates on arXiv.org

Offline RL with Hierarchical Action Chunking

Offline RL with Hierarchical Action Chunking
cs.LG updates on arXiv.org

Multilevel Graph Wavelet Compressed Sensing with Scale-Aware Neural Recovery

Multilevel Graph Wavelet Compressed Sensing with Scale-Aware Neural Recovery
cs.LG updates on arXiv.org

Position Bias is Hidden Behind Ceiling Effects: A Permutation Diagnostic for LLM Benchmarks

Position Bias is Hidden Behind Ceiling Effects: A Permutation Diagnostic for LLM Benchmarks
cs.LG updates on arXiv.org

TwistedMerge: Certified Higher-Order Diagnostics and Abstention for Model Merging

TwistedMerge: Certified Higher-Order Diagnostics and Abstention for Model Merging
cs.LG updates on arXiv.org

Information-Theoretically Secure Aggregation for Lightweight Federated Learning: Resilient to Dropouts and Adversaries

Information-Theoretically Secure Aggregation for Lightweight Federated Learning: Resilient to Dropouts and Adversaries
cs.LG updates on arXiv.org

HierarchicalDAEW: Domain-Aware Edge-Weighted Graph Convolution with Evidential Uncertainty for Multi-Section Spatial Gene Expression Prediction from H&E Histology

HierarchicalDAEW: Domain-Aware Edge-Weighted Graph Convolution with Evidential Uncertainty for Multi-Section Spatial Gene Expression Prediction from H&E Histology
cs.LG updates on arXiv.org

Multi-turn RL with Structural and Performance Aware Rewards for CUDA Kernel Generation

Multi-turn RL with Structural and Performance Aware Rewards for CUDA Kernel Generation
cs.LG updates on arXiv.org

Three-Pronged Spectral Control for Federated Parameter Efficient Fine Tuning

Three-Pronged Spectral Control for Federated Parameter Efficient Fine Tuning
cs.LG updates on arXiv.org

Best-of-Evidence: Best-of-N Selection under Partial Verification

Best-of-Evidence: Best-of-N Selection under Partial Verification
cs.LG updates on arXiv.org

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning
cs.LG updates on arXiv.org

ADABORD: a novel AdaBoost approach for ordinal classification

ADABORD: a novel AdaBoost approach for ordinal classification
cs.LG updates on arXiv.org

Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay

Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay
cs.LG updates on arXiv.org

Regularized Optimization on Grassmann Manifold: Theory, Algorithm and Applications

Regularized Optimization on Grassmann Manifold: Theory, Algorithm and Applications
cs.LG updates on arXiv.org

Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification

Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification
cs.LG updates on arXiv.org

From Evaluation to Optimisation: Hierarchy-Aware Training Signals for CWE Prediction in Python

From Evaluation to Optimisation: Hierarchy-Aware Training Signals for CWE Prediction in Python
cs.LG updates on arXiv.org

Spectral Transformation for Layer-wise Global Rank Discovery in Federated LoRA for Vision Transformers

Spectral Transformation for Layer-wise Global Rank Discovery in Federated LoRA for Vision Transformers
cs.LG updates on arXiv.org

Nipping the Butterfly Effect in the Bud: Self-Output Fine-Tuning for Autoregressive Weather Prediction

Nipping the Butterfly Effect in the Bud: Self-Output Fine-Tuning for Autoregressive Weather Prediction
cs.LG updates on arXiv.org

CASC: Causal Adversarial Subspace Clustering for Multivariate Spatiotemporal Data

CASC: Causal Adversarial Subspace Clustering for Multivariate Spatiotemporal Data
cs.LG updates on arXiv.org

Training Large Language Models for Self-Explanation Faithfulness

Training Large Language Models for Self-Explanation Faithfulness
cs.LG updates on arXiv.org

A Polynomial Architecture-Attribution Co-Design Framework for Exact Aumann-Shapley Attribution in GNNs

A Polynomial Architecture-Attribution Co-Design Framework for Exact Aumann-Shapley Attribution in GNNs
cs.LG updates on arXiv.org

Smooth Neural Point Processes via B-Splines

Smooth Neural Point Processes via B-Splines
cs.LG updates on arXiv.org

TOUR: A Trajectory-Level Unlearning Benchmark for Offline Reinforcement Learning

TOUR: A Trajectory-Level Unlearning Benchmark for Offline Reinforcement Learning
cs.LG updates on arXiv.org

GlucoTune: A Unified Framework for Blood Glucose Preprocessing, Forecasting, and Benchmarking in Diabetes

GlucoTune: A Unified Framework for Blood Glucose Preprocessing, Forecasting, and Benchmarking in Diabetes
cs.LG updates on arXiv.org

Relative Value Learning

Relative Value Learning
cs.LG updates on arXiv.org

Demographically-Informed Heat-Mortality Risk Curves via Risk Graph Neural Networks

Demographically-Informed Heat-Mortality Risk Curves via Risk Graph Neural Networks
cs.LG updates on arXiv.org

Agree on the Model, Verify the Inference: GKR Protocols for HND-Based Transformer Inference

Agree on the Model, Verify the Inference: GKR Protocols for HND-Based Transformer Inference
cs.LG updates on arXiv.org

Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines

Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines
cs.LG updates on arXiv.org

Filter Learning for Subgraphs: Algebras and Performance Risk Bounds

Filter Learning for Subgraphs: Algebras and Performance Risk Bounds
cs.LG updates on arXiv.org

The Dark Room in the Reward Channel: Dense Prediction Rewards Collapse GRPO-Trained LLM Agents -- and What Actually Works

The Dark Room in the Reward Channel: Dense Prediction Rewards Collapse GRPO-Trained LLM Agents -- and What Actually Works
cs.LG updates on arXiv.org

Multi-Task Learning for Heterogeneous Prediction from Video Game State with Transfer Learning

Multi-Task Learning for Heterogeneous Prediction from Video Game State with Transfer Learning
cs.LG updates on arXiv.org

AI Assistants Overassist

AI Assistants Overassist
cs.LG updates on arXiv.org

M$^3$-Gen: Interpretable Multimodal Generation of Gene Expression Profiles Using Clinical and Imaging Data

M$^3$-Gen: Interpretable Multimodal Generation of Gene Expression Profiles Using Clinical and Imaging Data
cs.LG updates on arXiv.org

How Many Bits Can an Adapter Write? Measuring the Capacity and Memorization of Parameter-Efficient Fine-Tuning

How Many Bits Can an Adapter Write? Measuring the Capacity and Memorization of Parameter-Efficient Fine-Tuning
cs.LG updates on arXiv.org

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning
cs.LG updates on arXiv.org

Emergent Misalignment Recruits a Pre-existing Persona Subspace

Emergent Misalignment Recruits a Pre-existing Persona Subspace
cs.LG updates on arXiv.org

Hilbert Operator for Progressive Encoding (HOPE): A Mathematical Framework for Deconstructing Learned Representations in Deep Networks

Hilbert Operator for Progressive Encoding (HOPE): A Mathematical Framework for Deconstructing Learned Representations in Deep Networks
cs.LG updates on arXiv.org

Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy

Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy
cs.LG updates on arXiv.org

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention
cs.LG updates on arXiv.org

Semantic-Aware Task Clustering for Constructive and Cooperative Multi-Tasking

Semantic-Aware Task Clustering for Constructive and Cooperative Multi-Tasking
cs.LG updates on arXiv.org

Context-weighted Discrete Flow Matching

Context-weighted Discrete Flow Matching
cs.LG updates on arXiv.org

KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers

KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers
cs.LG updates on arXiv.org

Test-Time Scaling via Error Localization

Test-Time Scaling via Error Localization
cs.LG updates on arXiv.org

Error Certificates for KV-Cache Eviction via Randomized Design

Error Certificates for KV-Cache Eviction via Randomized Design
cs.LG updates on arXiv.org

Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design

Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design
cs.LG updates on arXiv.org

Compact Latent Coordination for Autonomous Vehicles at Unsignalized Intersections

Compact Latent Coordination for Autonomous Vehicles at Unsignalized Intersections
cs.LG updates on arXiv.org

Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context

Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context
cs.LG updates on arXiv.org

Zero-Flow Two-Sample Tests

Zero-Flow Two-Sample Tests
cs.LG updates on arXiv.org

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment
cs.LG updates on arXiv.org

Graph Learning on Ensembles of Cyclic Peptides: An Investigation of Molecular Ensemble Modeling

Graph Learning on Ensembles of Cyclic Peptides: An Investigation of Molecular Ensemble Modeling
cs.LG updates on arXiv.org

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity
cs.LG updates on arXiv.org

Expanding Flow Maps

Expanding Flow Maps
cs.LG updates on arXiv.org

Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos

Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
cs.LG updates on arXiv.org

From Attention to Frequency: Integration of Vision Transformer and FFT-ReLU for Enhanced Image Deblurring

From Attention to Frequency: Integration of Vision Transformer and FFT-ReLU for Enhanced Image Deblurring
cs.LG updates on arXiv.org

Preference Tuning as Spectral Update Reorganization

Preference Tuning as Spectral Update Reorganization
cs.LG updates on arXiv.org

Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets

Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets
cs.LG updates on arXiv.org

Naver-News-KO: A Korean News Summarization Dataset for Open-Source Fine-Tuning of Summarization Models

Naver-News-KO: A Korean News Summarization Dataset for Open-Source Fine-Tuning of Summarization Models
cs.LG updates on arXiv.org

GLAN-QnA-KR: A Seedless Taxonomy-Driven Korean Instruction Corpus

GLAN-QnA-KR: A Seedless Taxonomy-Driven Korean Instruction Corpus
cs.LG updates on arXiv.org

thaulab@EEUCA 2026: Who Said What to Whom? A Targeting-Aware Neural-Symbolic Pipeline for Gaming Toxicity Detection

thaulab@EEUCA 2026: Who Said What to Whom? A Targeting-Aware Neural-Symbolic Pipeline for Gaming Toxicity Detection
cs.LG updates on arXiv.org

Domyn-Small: A European 10B Reasoning Language Model

Domyn-Small: A European 10B Reasoning Language Model
cs.LG updates on arXiv.org

A Knowledge-Injection Framework for Zero-Shot Adaptation of LLMs to Delirium Prediction

A Knowledge-Injection Framework for Zero-Shot Adaptation of LLMs to Delirium Prediction
cs.LG updates on arXiv.org

DC-Leap: Training-Free Acceleration of dLLMs via Draft-Guided Contiguous Leaping Decoding

DC-Leap: Training-Free Acceleration of dLLMs via Draft-Guided Contiguous Leaping Decoding
cs.LG updates on arXiv.org

SonicSampler: Unified Tile-Aware Kernels for LLM Sampling and Speculative Verification

SonicSampler: Unified Tile-Aware Kernels for LLM Sampling and Speculative Verification
cs.LG updates on arXiv.org

Expectation Alignment of Language Models for Real-World User Expectations

Expectation Alignment of Language Models for Real-World User Expectations
cs.LG updates on arXiv.org

DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making

DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making
cs.LG updates on arXiv.org

Attention-based Experience Replay Framework for Continual Learning of Agnostic Time Series Forecasting Models

Attention-based Experience Replay Framework for Continual Learning of Agnostic Time Series Forecasting Models
cs.LG updates on arXiv.org

Isolating LLM Alignment from Regex: Zero Coverage and Metric-Dependent Divergence Under Adversarial Mutation

Isolating LLM Alignment from Regex: Zero Coverage and Metric-Dependent Divergence Under Adversarial Mutation
cs.LG updates on arXiv.org

LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization

LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
cs.LG updates on arXiv.org

HERMES: Heterogeneous Edge-Relational Multi-Head Embedded SSM Attention for Traffic Conflict Prediction at Signalized Intersections

HERMES: Heterogeneous Edge-Relational Multi-Head Embedded SSM Attention for Traffic Conflict Prediction at Signalized Intersections
cs.LG updates on arXiv.org

MiniCache: Reusable Program Caching with Small Model Interfaces for Efficient LLM Inference

MiniCache: Reusable Program Caching with Small Model Interfaces for Efficient LLM Inference
cs.LG updates on arXiv.org

ConfidenceBench: Evaluating Confidence Calibration in Large Language Models

ConfidenceBench: Evaluating Confidence Calibration in Large Language Models
cs.LG updates on arXiv.org

AppWorld-UL: Benchmarking Diverse Agent-User Interactions for Tool-Use

AppWorld-UL: Benchmarking Diverse Agent-User Interactions for Tool-Use
cs.LG updates on arXiv.org

AI-Driven Multi-Hop Relay Selection for Smart Urban NR-V2X Networks via Learning-to-Optimize Graph Neural Networks

AI-Driven Multi-Hop Relay Selection for Smart Urban NR-V2X Networks via Learning-to-Optimize Graph Neural Networks
cs.LG updates on arXiv.org

Machine-Learned Compact Subspace Generation for Quantum Selected Configuration Interaction within Density Matrix Embedding Framework

Machine-Learned Compact Subspace Generation for Quantum Selected Configuration Interaction within Density Matrix Embedding Framework
cs.LG updates on arXiv.org

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting

SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting
cs.LG updates on arXiv.org

Algorithmic Approaches to Sequential Decision-Making and Social Epistemology

Algorithmic Approaches to Sequential Decision-Making and Social Epistemology
cs.LG updates on arXiv.org

Masked Topology Modeling for Self-Supervised Learning on Parametric CAD

Masked Topology Modeling for Self-Supervised Learning on Parametric CAD
cs.LG updates on arXiv.org

Frontier Financial Judgement: Can agents tell what might move a stock?

Frontier Financial Judgement: Can agents tell what might move a stock?
cs.LG updates on arXiv.org

PhysCoRe: Physics-Corrected Residual World Models for Material-Aware Deformable Dynamics

PhysCoRe: Physics-Corrected Residual World Models for Material-Aware Deformable Dynamics
cs.LG updates on arXiv.org

Writhe-Based Polymer Link Classification Using Machine Learning

Writhe-Based Polymer Link Classification Using Machine Learning
cs.LG updates on arXiv.org

Cross-Domain Generalization in Optical Networks via Joint Contrastive and Classification Learning

Cross-Domain Generalization in Optical Networks via Joint Contrastive and Classification Learning
cs.LG updates on arXiv.org

Leaky Language Models: Stealing Architecture and Inference Optimizations via Per-Token Timing

Leaky Language Models: Stealing Architecture and Inference Optimizations via Per-Token Timing
cs.LG updates on arXiv.org

Pipelined Gradient Coding

Pipelined Gradient Coding
cs.LG updates on arXiv.org

Self-Supervised Bio-Inspired Robotic Trajectory Planning with Obstacle Avoidance

Self-Supervised Bio-Inspired Robotic Trajectory Planning with Obstacle Avoidance
cs.LG updates on arXiv.org

Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles

Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles
cs.LG updates on arXiv.org

Emergent Compositional Skills in Mixture-of-Experts VLAs

Emergent Compositional Skills in Mixture-of-Experts VLAs
cs.LG updates on arXiv.org

The Geometry of Personality: Activation Steering with Jungian Cognitive Functions

The Geometry of Personality: Activation Steering with Jungian Cognitive Functions
cs.LG updates on arXiv.org

Probabilistic Residual Learning for Online Recommendations

Probabilistic Residual Learning for Online Recommendations
cs.LG updates on arXiv.org

Machine Learning for Charge State Characterization of Isolated Double Quantum Dots

Machine Learning for Charge State Characterization of Isolated Double Quantum Dots
cs.LG updates on arXiv.org

RadioTrace: Transmitter-Aware Diffusion for Radio Map Estimation without Deployment-Time Fine-Tuning

RadioTrace: Transmitter-Aware Diffusion for Radio Map Estimation without Deployment-Time Fine-Tuning
cs.LG updates on arXiv.org

An Analytically Trained Variational Surrogate for Quantum Phase Estimation on NISQ Hardware

An Analytically Trained Variational Surrogate for Quantum Phase Estimation on NISQ Hardware
cs.LG updates on arXiv.org

Automatic knot selection in smooth additive models

Automatic knot selection in smooth additive models
cs.LG updates on arXiv.org

Approximate Quantum State Preparation Through Proximal Policy Optimization

Approximate Quantum State Preparation Through Proximal Policy Optimization
cs.LG updates on arXiv.org

Safety-oriented sidewalk and road segmentation for smartphone-based assistive navigation

Safety-oriented sidewalk and road segmentation for smartphone-based assistive navigation
cs.LG updates on arXiv.org

Explaining Weather Bulletins via ILP

Explaining Weather Bulletins via ILP
cs.LG updates on arXiv.org

Transformer-based Diffusion models for Hydrological Time Series Probabilistic Imputation and Forecasting

Transformer-based Diffusion models for Hydrological Time Series Probabilistic Imputation and Forecasting
cs.LG updates on arXiv.org

DART: A Degradation-Aware Recurrent Transformer for Archival Film Restoration

DART: A Degradation-Aware Recurrent Transformer for Archival Film Restoration
cs.LG updates on arXiv.org

Adaptive Depth Sparse Framework: Similarity-Driven Resource Allocation for Pre-Trained LLMs

Adaptive Depth Sparse Framework: Similarity-Driven Resource Allocation for Pre-Trained LLMs
cs.LG updates on arXiv.org

Cautious optimism for deep parameterized quantum circuits

Cautious optimism for deep parameterized quantum circuits
cs.LG updates on arXiv.org

Token Budget Saturation and Mechanistic Early Detection of Reasoning Non-Convergence in Chain-of-Thought Models

Token Budget Saturation and Mechanistic Early Detection of Reasoning Non-Convergence in Chain-of-Thought Models
cs.LG updates on arXiv.org

Climate-resilient electric vehicle charging infrastructure for sustainable cities: An interpretable causal-ensemble framework for preventive maintenance and low-carbon mobility

Climate-resilient electric vehicle charging infrastructure for sustainable cities: An interpretable causal-ensemble framework for preventive maintenance and low-carbon mobility
cs.LG updates on arXiv.org

What, Where, and How: Disentangling the Roles of Task, Language, and Model in Code Model Representations

What, Where, and How: Disentangling the Roles of Task, Language, and Model in Code Model Representations
cs.LG updates on arXiv.org

Toward Generalizable Cognitive Impairment Detection with Speech-Based Multimodal Large Language Models

Toward Generalizable Cognitive Impairment Detection with Speech-Based Multimodal Large Language Models
cs.LG updates on arXiv.org

The Boundaries of Automation: A Theory of Persistent Human Participation

The Boundaries of Automation: A Theory of Persistent Human Participation
cs.LG updates on arXiv.org

Neural solutions of coupled ghost and gluon Dyson--Schwinger equations in Landau gauge

Neural solutions of coupled ghost and gluon Dyson--Schwinger equations in Landau gauge
cs.LG updates on arXiv.org

MIRROR: Learning from the Other View for Multi-Modal Reasoning

MIRROR: Learning from the Other View for Multi-Modal Reasoning
cs.LG updates on arXiv.org

Synthetic data generation framework for quality control automation in gravure printing

Synthetic data generation framework for quality control automation in gravure printing
cs.LG updates on arXiv.org

Barzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$

Barzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$
cs.LG updates on arXiv.org

3D-Aware VLMs with Implicit and Explicit Geometries

3D-Aware VLMs with Implicit and Explicit Geometries
cs.LG updates on arXiv.org

Classifier-pruned Bayesian optimization for particle accelerator tuning: Exploring temporally structured manifold of 6D beam phase space

Classifier-pruned Bayesian optimization for particle accelerator tuning: Exploring temporally structured manifold of 6D beam phase space
cs.LG updates on arXiv.org

Semantics at an Angle: When Cosine Similarity Works Until It Doesn't

Semantics at an Angle: When Cosine Similarity Works Until It Doesn't
cs.LG updates on arXiv.org

PreMoE: Proactive Inference for Efficient Mixture-of-Experts

PreMoE: Proactive Inference for Efficient Mixture-of-Experts
cs.LG updates on arXiv.org

Concept Concentration for Faithful Representation Intervention

Concept Concentration for Faithful Representation Intervention
cs.LG updates on arXiv.org

SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows

SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
cs.LG updates on arXiv.org

Tackling Heterogeneity in Federated Learning via Variance-Reduced Boltzmann Sampling within Homogeneous Social Coalitions

Tackling Heterogeneity in Federated Learning via Variance-Reduced Boltzmann Sampling within Homogeneous Social Coalitions
cs.LG updates on arXiv.org

Overcoming the Communication-Performance Tradeoff in LLM Pretraining

Overcoming the Communication-Performance Tradeoff in LLM Pretraining
cs.LG updates on arXiv.org

MO-GRPO: Mitigating Reward Hacking of Group Relative Policy Optimization on Multi-Objective Problems

MO-GRPO: Mitigating Reward Hacking of Group Relative Policy Optimization on Multi-Objective Problems
cs.LG updates on arXiv.org

Simple Policy Gradients for Reasoning with Diffusion Language Models

Simple Policy Gradients for Reasoning with Diffusion Language Models
cs.LG updates on arXiv.org

On the Granularity of Causal Effect Identifiability

On the Granularity of Causal Effect Identifiability
cs.LG updates on arXiv.org

Structure-Preserving Physics-Informed Neural Network for the Korteweg--de Vries (KdV) Equation

Structure-Preserving Physics-Informed Neural Network for the Korteweg--de Vries (KdV) Equation
cs.LG updates on arXiv.org

Black box behavioural modelling: Predicting human activity schedules with a deep conditional generative approach

Black box behavioural modelling: Predicting human activity schedules with a deep conditional generative approach
cs.LG updates on arXiv.org

CLOAK: Contrastive Guidance for Latent Diffusion-Based Data Obfuscation

CLOAK: Contrastive Guidance for Latent Diffusion-Based Data Obfuscation
cs.LG updates on arXiv.org

Knowledge-Guided Time-Varying Causal Inference for Arctic Sea Ice Dynamics

Knowledge-Guided Time-Varying Causal Inference for Arctic Sea Ice Dynamics
cs.LG updates on arXiv.org

NeuraLSP: A Neural Spectral Preconditioner for Accelerating PDE Solvers

NeuraLSP: A Neural Spectral Preconditioner for Accelerating PDE Solvers
cs.LG updates on arXiv.org

PILD: Physics-Informed Learning via Diffusion

PILD: Physics-Informed Learning via Diffusion
cs.LG updates on arXiv.org

Variational Speculative Decoding: Rethinking Draft Training from Token Likelihood to Sequence Acceptance

Variational Speculative Decoding: Rethinking Draft Training from Token Likelihood to Sequence Acceptance
cs.LG updates on arXiv.org

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents
cs.LG updates on arXiv.org

Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal Localization

Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal Localization
cs.LG updates on arXiv.org

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications

Wireless TokenCom: RL-Based Tokenizer Agreement for Multi-User Wireless Token Communications
cs.LG updates on arXiv.org

SR-TTT Does Not Learn Retrieval: A Correction and Mechanistic Post-Mortem of Surprisal-Aware Residual Test-Time Training

SR-TTT Does Not Learn Retrieval: A Correction and Mechanistic Post-Mortem of Surprisal-Aware Residual Test-Time Training
cs.LG updates on arXiv.org

PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses

PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses
cs.LG updates on arXiv.org

Towards Disentangled Preference Optimization Dynamics: Suppress the Loser, Preserve the Winner

Towards Disentangled Preference Optimization Dynamics: Suppress the Loser, Preserve the Winner
cs.LG updates on arXiv.org

Hankel and Toeplitz Rank-1 Decomposition of Arbitrary Matrices with Applications to Signal Direction-of-Arrival Estimation

Hankel and Toeplitz Rank-1 Decomposition of Arbitrary Matrices with Applications to Signal Direction-of-Arrival Estimation
cs.LG updates on arXiv.org

Direct Bethe Free Energy Minimization for Bayesian Neural Networks

Direct Bethe Free Energy Minimization for Bayesian Neural Networks
cs.LG updates on arXiv.org

MuonQ: Enhancing Low-Bit Muon Quantization via Directional Fidelity Optimization

MuonQ: Enhancing Low-Bit Muon Quantization via Directional Fidelity Optimization
cs.LG updates on arXiv.org

Understanding and Accelerating the Training of Masked Diffusion Language Models

Understanding and Accelerating the Training of Masked Diffusion Language Models
cs.LG updates on arXiv.org

Constrained latent state modeling: A unifying perspective on representation learning under competing constraints

Constrained latent state modeling: A unifying perspective on representation learning under competing constraints
cs.LG updates on arXiv.org

Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space

Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space
cs.LG updates on arXiv.org

Learning Transfers: Kan Extensions for Neural Invariants

Learning Transfers: Kan Extensions for Neural Invariants
cs.LG updates on arXiv.org

Tight Sample Complexity of Transformers

Tight Sample Complexity of Transformers
cs.LG updates on arXiv.org

SymQNet: Amortized Acquisition for Low-Latency Adaptive Hamiltonian Learning

SymQNet: Amortized Acquisition for Low-Latency Adaptive Hamiltonian Learning
cs.LG updates on arXiv.org

HAMON: Passive Optical Sequence Mixing for Long-Horizon Forecasting

HAMON: Passive Optical Sequence Mixing for Long-Horizon Forecasting
cs.LG updates on arXiv.org

Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning

Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning
cs.LG updates on arXiv.org

Evaluation and Prognostic Validation of Deep Regression Models for WSI-Based Gene-Expression Prediction

Evaluation and Prognostic Validation of Deep Regression Models for WSI-Based Gene-Expression Prediction
cs.LG updates on arXiv.org

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
cs.LG updates on arXiv.org

How Robust Is Homogeneity Bias in LLMs? Evidence Across Models, Decoding Settings, and Identity Signals

How Robust Is Homogeneity Bias in LLMs? Evidence Across Models, Decoding Settings, and Identity Signals
cs.LG updates on arXiv.org

Statistical Inference for Generative Model Comparison

Statistical Inference for Generative Model Comparison
cs.LG updates on arXiv.org

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective
cs.LG updates on arXiv.org

Loss-Complexity Landscape and Model Structure Functions

Loss-Complexity Landscape and Model Structure Functions
cs.LG updates on arXiv.org

DynaMark: A Reinforcement Learning Framework for Dynamic Watermarking in Industrial Machine Tool Controllers

DynaMark: A Reinforcement Learning Framework for Dynamic Watermarking in Industrial Machine Tool Controllers
cs.LG updates on arXiv.org

torchsom: The Reference PyTorch Library for Self-Organizing Maps

torchsom: The Reference PyTorch Library for Self-Organizing Maps
cs.LG updates on arXiv.org

Neural Guided Sampling for Quantum Circuit Optimization

Neural Guided Sampling for Quantum Circuit Optimization
cs.LG updates on arXiv.org

Statistical physics of deep learning: Optimal learning of a multi-layer perceptron near interpolation

Statistical physics of deep learning: Optimal learning of a multi-layer perceptron near interpolation
cs.LG updates on arXiv.org

Spectral functions in Minkowski quantum electrodynamics from neural reconstruction

Spectral functions in Minkowski quantum electrodynamics from neural reconstruction
cs.LG updates on arXiv.org

Limit Theorems for Stochastic Gradient Descent in High-Dimensional Single-Layer Networks

Limit Theorems for Stochastic Gradient Descent in High-Dimensional Single-Layer Networks
cs.LG updates on arXiv.org

Compiling to recurrent neurons

Compiling to recurrent neurons
cs.LG updates on arXiv.org

Environment-Aware Channel Inference via Cross-Modal Flow: From Multimodal Sensing to Wireless Channels

Environment-Aware Channel Inference via Cross-Modal Flow: From Multimodal Sensing to Wireless Channels
cs.LG updates on arXiv.org

Exploiting the Alternatives: Coordinated Learning via Hierarchical RL for Dynamic VNEAP

Exploiting the Alternatives: Coordinated Learning via Hierarchical RL for Dynamic VNEAP
cs.LG updates on arXiv.org

Minimum Bayes Risk Decoding for Error Span Detection in Reference-Free Automatic Machine Translation Evaluation

Minimum Bayes Risk Decoding for Error Span Detection in Reference-Free Automatic Machine Translation Evaluation
cs.LG updates on arXiv.org

Interpretable Embeddings with Sparse Autoencoders: A Data Analysis Toolkit

Interpretable Embeddings with Sparse Autoencoders: A Data Analysis Toolkit
cs.LG updates on arXiv.org

Boltzmann generators for amorphous particle systems

Boltzmann generators for amorphous particle systems
cs.LG updates on arXiv.org

Non-Stationary Functional Bilevel Optimization

Non-Stationary Functional Bilevel Optimization
cs.LG updates on arXiv.org

Error Amplification Limits ANN-to-SNN Conversion in Continuous Control

Error Amplification Limits ANN-to-SNN Conversion in Continuous Control
cs.LG updates on arXiv.org

Multimodal Learning for Arcing Detection in Pantograph-Catenary Systems

Multimodal Learning for Arcing Detection in Pantograph-Catenary Systems
cs.LG updates on arXiv.org

TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics

TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics
cs.LG updates on arXiv.org

AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching

AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching
cs.LG updates on arXiv.org

VPWEM: Non-Markovian Visuomotor Policy with Working and Episodic Memory

VPWEM: Non-Markovian Visuomotor Policy with Working and Episodic Memory
cs.LG updates on arXiv.org

Gumbel Distillation for Parallel Text Generation

Gumbel Distillation for Parallel Text Generation
cs.LG updates on arXiv.org

Playing Along: Learning a Double-Agent Defender for Belief Steering via Theory of Mind

Playing Along: Learning a Double-Agent Defender for Belief Steering via Theory of Mind
cs.LG updates on arXiv.org

Fairness Constraints in High-Dimensional Generalized Linear Models

Fairness Constraints in High-Dimensional Generalized Linear Models
cs.LG updates on arXiv.org

AI Security Policy Should Assess Systems, Not Only Models

AI Security Policy Should Assess Systems, Not Only Models
cs.LG updates on arXiv.org

Conditional Entropy of Heat Diffusion on Temporal Networks

Conditional Entropy of Heat Diffusion on Temporal Networks
cs.LG updates on arXiv.org

Multimodality Stacking with Blockwise missing values and application to the PIONeeR biomarkers study for prediction of resistance to immunotherapy

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cs.LG updates on arXiv.org

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Theoretical Aspects of Lie Groupoid and Lie Algebroid Equivariant Convolutional Neural Networks
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OLIVE: Online Low-Rank Incremental Learning for Efficient Adaptive Exoskeletons
cs.LG updates on arXiv.org

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cs.LG updates on arXiv.org

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cs.LG updates on arXiv.org

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On Pairwise Quantile Regression - Statistical Guarantees and Applications
stat.ML updates on arXiv.org

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SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting
stat.ML updates on arXiv.org

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stat.ML updates on arXiv.org

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Transformer-based Diffusion models for Hydrological Time Series Probabilistic Imputation and Forecasting
stat.ML updates on arXiv.org

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stat.ML updates on arXiv.org

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ConfidenceBench: Evaluating Confidence Calibration in Large Language Models
stat.ML updates on arXiv.org

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stat.ML updates on arXiv.org

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Fisher Widths: Local Learning Geometry and Anisotropic Recovery
stat.ML updates on arXiv.org

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stat.ML updates on arXiv.org

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High Minima of Gaussian Processes: Overshoots and Minimizer Locations
stat.ML updates on arXiv.org

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Twoblock clustering trees with coskewness-based dimension reduction: recovering piecewise multivariate linear regimes
stat.ML updates on arXiv.org

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Self-Balancing Sequential Sampling: Fast Convergence with Controlled Predictability
stat.ML updates on arXiv.org

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Smooth Neural Point Processes via B-Splines
stat.ML updates on arXiv.org

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Hilbert Operator for Progressive Encoding (HOPE): A Mathematical Framework for Deconstructing Learned Representations in Deep Networks
stat.ML updates on arXiv.org

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Cautious optimism for deep parameterized quantum circuits
stat.ML updates on arXiv.org

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Semantic-Aware Task Clustering for Constructive and Cooperative Multi-Tasking
stat.ML updates on arXiv.org

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Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design
stat.ML updates on arXiv.org

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Optimal use of a black-box learner in semiparametric estimation
stat.ML updates on arXiv.org

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Zero-Flow Two-Sample Tests
stat.ML updates on arXiv.org

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Unsupervised Consensus-Based Anomaly Detection for Spatiotemporal Malaria Incidence in Ghana
stat.ML updates on arXiv.org

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Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning
stat.ML updates on arXiv.org

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Statistical Inference for Generative Model Comparison
stat.ML updates on arXiv.org

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torchsom: The Reference PyTorch Library for Self-Organizing Maps
stat.ML updates on arXiv.org

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Statistical physics of deep learning: Optimal learning of a multi-layer perceptron near interpolation
stat.ML updates on arXiv.org

Limit Theorems for Stochastic Gradient Descent in High-Dimensional Single-Layer Networks

Limit Theorems for Stochastic Gradient Descent in High-Dimensional Single-Layer Networks
stat.ML updates on arXiv.org

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Boltzmann generators for amorphous particle systems
stat.ML updates on arXiv.org

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Non-Stationary Functional Bilevel Optimization
stat.ML updates on arXiv.org

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Fairness Constraints in High-Dimensional Generalized Linear Models
stat.ML updates on arXiv.org

On Pairwise Quantile Regression - Statistical Guarantees and Applications

On Pairwise Quantile Regression - Statistical Guarantees and Applications
stat.ML updates on arXiv.org

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Concept Concentration for Faithful Representation Intervention
stat.ML updates on arXiv.org

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Multivariate Planar Curves: A Statistical Framework for Shape Analysis in Images
stat.ML updates on arXiv.org

Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space

Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space
stat.ML updates on arXiv.org

Multimodality Stacking with Blockwise missing values and application to the PIONeeR biomarkers study for prediction of resistance to immunotherapy

Multimodality Stacking with Blockwise missing values and application to the PIONeeR biomarkers study for prediction of resistance to immunotherapy
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Zennの「大規模言語モデル」のフィード

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AI News & Artificial Intelligence | TechCrunch

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