Machine Learning

Papers filed under cs.LG on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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29,701 to 29,760 of 32,628

FreeBalance: Pre-Routing Online Moe Load Balancing via Residual Workload Prediction
Pengfei Chen, Yize Wu, Shouxu Kuang +2
cs.AIcs.LGarXiv:2608.14205v12026
Parcae: Scaling Laws For Stable Looped Language Models
Hayden Prairie, Zachary Novack, Taylor Berg-Kirkpatrick +1
cs.LGarXiv:2604.12946v12026
PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning
Youngjoon Jeong, Jihwan Yu, Minsoo Jo +2
cs.ROcs.AIcs.LGarXiv:2606.21139v12026
Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning?
John C. Howell
cs.LGcs.AIarXiv:2608.21386v12026
Event-triggered Implicit Perturbation for Zeroth-Order Fine-Tuning of Spiking Transformers
Tengteng Lei, Prabodh Katti, Rashi Dutt +5
cs.ARcs.LGcs.NEarXiv:2608.21223v12026
Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency
Anis Radianis
cs.AIcs.CLcs.LGarXiv:2605.19008v12026
TSDS-Toolbox: A Toolbox for Measuring Time-Series Dataset Similarity
Yen-Ku Liu, Hongjie Chen, Ryan A. Rossi +1
cs.LGarXiv:2608.08119v12026
Panoptic Pairwise Distortion Graph
Muhammad Kamran Janjua, Abdul Wahab, Bahador Rashidi
cs.CVcs.AIcs.LGarXiv:2604.11004v12026
RL-Index: Reinforcement Learning for Retrieval Index Reasoning
Yongjia Lei, Nedim Lipka, Zhisheng Qi +7
cs.IRcs.AIcs.LGarXiv:2606.16316v22026
Taste-aware music retrieval from audio embeddings
Matteo Spanio, Antonio Rodà
cs.SDcs.IRcs.LGarXiv:2607.03296v12026
The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
Tianyi Men, Zhuoran Jin, Kang Liu +1
cs.CLcs.AIcs.LGarXiv:2607.24720v12026
A Critical Synthesis of Uncertainty Quantification and Foundation Models for Semantic Segmentation
Steven Landgraf, Joceline Hinz, Markus Ulrich
cs.CVcs.AIcs.LGarXiv:2608.18709v12026
Change Point--Aware Evaluation and Re-Calibration of PPG-Based Blood Pressure Estimation
Yunwon Tae, Minje Park, Gyunho Rho +2
eess.SPcs.AIcs.LGarXiv:2608.18639v12026
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
Darshan Deshpande
cs.AIcs.LGarXiv:2607.16204v12026
PaintBench: Deterministic Evaluation of Precise Visual Editing
Kai Xu, Ellis Brown, Shrikar Madhu +3
cs.GRcs.CVcs.LGarXiv:2606.00188v12026
When AI Designs AI: Innovation or Imitation?
Yikang Yang, Zhengxin Yang, Luzhou Peng +4
cs.AIcs.LGarXiv:2608.17471v12026
Margin-Regularized Structured Semantic Alignment for Brain-Language Correspondence
Jiaqi Wang, Huawen Hu, Shu Zhang
cs.CLcs.LGarXiv:2608.16975v12026
APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations
Swadhin Pradhan, Niloo Bahadori, Peiman Amini
cs.LGarXiv:2606.11553v12026
Towards Interpretable Foundation Models for Retinal Fundus Images
Samuel Ofosu Mensah, Camila Roa, Kerol Djoumessi +1
cs.CVcs.LGstat.COarXiv:2603.18846v42026
The Working Set of a Coding Agent: Coherence Debt in Repository-Scale Tasks
Bardia Mohammadi, Lars Klein, Aman Chadha +2
cs.SEcs.LGarXiv:2608.16630v12026
Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning
Atoosa Chegini, Soheil Feizi
cs.CLcs.AIcs.LGarXiv:2606.01682v12026
iOSWorld: A Benchmark for Personally Intelligent Phone Agents
Lawrence Keunho Jang, Mareks Woodside, Geronimo Carom +3
cs.LGcs.CLarXiv:2606.09764v12026
ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains
Ziqi Zhao, Xinyu Ma, Liu Yang +6
cs.CLcs.LGarXiv:2605.28014v12026
M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection
An Phan, Yufei Jin, Xingquan Zhu
cs.LGarXiv:2608.14847v12026
PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
Syrym Abdikhan, Mazhar Hameed
cs.SEcs.LGarXiv:2608.14742v12026
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems
Nicole Koenigstein
cs.MAcs.AIcs.LGarXiv:2605.27466v12026
KARL: Knowledge Agents via Reinforcement Learning
Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal +23
cs.AIcs.LGarXiv:2603.05218v12026
Style or Signature? Artist-Disjoint Evaluation of Style Classification in Frozen Vision Embeddings
Rory Ashton
cs.CVcs.LGarXiv:2608.14435v12026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
Nianyi Lin, Jiajie Zhang, Lei Hou +1
cs.CLcs.AIcs.LGarXiv:2605.31584v12026
Discovering Hidden Gems in Model Repositories
Jonathan Kahana, Eliahu Horwitz, Yedid Hoshen
cs.LGcs.CLarXiv:2601.22157v12026
From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models
Longwei Ding, Anhao Zhao, Fanghua Ye +2
cs.LGarXiv:2601.18091v12026
Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts
Gabriel Jason Lee, Jathurshan Pradeepkumar, Jimeng Sun
cs.LGcs.AIeess.SParXiv:2604.16926v22026
MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation
Youjun Zhao, Alex Warren, Gary K. L. Tam +1
cs.CVcs.LGarXiv:2608.07463v12026
Efficient Reasoning with Balanced Thinking
Yulin Li, Tengyao Tu, Li Ding +5
cs.AIcs.CLcs.LGarXiv:2603.12372v32026
Composer 2 Technical Report
Cursor Research, :, Aaron Chan +53
cs.SEcs.LGarXiv:2603.24477v22026
Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
Liangqi Yuan, Wenzhi Fang, Shiqiang Wang +2
eess.SPcs.DCcs.LGarXiv:2605.08626v12026
Meta-Reinforcement Learning with Self-Reflection for Agentic Search
Teng Xiao, Yige Yuan, Hamish Ivison +6
cs.LGcs.CLarXiv:2603.11327v22026
DocAtlas: Multilingual Document Understanding Across 80+ Languages
Ahmed Heakl, Youssef Mohamed, Abdullah Sohail +6
cs.CLcs.CVcs.LGarXiv:2605.12623v22026
How do LLMs Compute Verbal Confidence
Dharshan Kumaran, Arthur Conmy, Federico Barbero +3
cs.CLcs.AIcs.LGarXiv:2603.17839v32026
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
Hao Dong, Hongzhao Li, Shupan Li +3
cs.CVcs.AIcs.LGarXiv:2605.06643v12026
Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift
Zitong Huang, Gustavo Lucas Carvalho, Deqing Fu +1
cs.CLcs.LGarXiv:2607.17524v12026
Olaf-World: Orienting Latent Actions for Video World Modeling
Yuxin Jiang, Yuchao Gu, Ivor W. Tsang +1
cs.CVcs.AIcs.LGarXiv:2602.10104v22026
Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion
Zhongjie Duan, Hong Zhang, Yingda Chen
cs.LGcs.AIcs.CVarXiv:2604.24351v12026
TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents
Jiaqi Wang, Wenhao Zhang, Weijie Shi +2
cs.LGcs.AIarXiv:2604.24005v32026
Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher
Arda Uzunoglu, Alvin Zhang, Daniel Khashabi
cs.LGcs.CLarXiv:2606.01000v12026
Qwen-Image-Flash: Beyond Objective Design
Tianhe Wu, Kun Yan, Zikai Zhou +21
cs.CVcs.AIcs.GRarXiv:2606.03746v22026
WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models
Runjie Zhou, Youbo Shao, Haoyu Lu +16
cs.CVcs.LGarXiv:2602.02537v12026
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models
Yuhao Dong, Zuyan Liu, Shulin Tian +2
cs.CVcs.AIcs.LGarXiv:2603.18118v12026
IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs
Yuzhen Mao, Qitong Wang, Martin Ester +1
cs.LGcs.AIarXiv:2604.10539v12026
Active Learners as Efficient PRP Rerankers
Jeremías Figueiredo Paschmann, Juan Kaplan, Francisco Nattero +3
cs.LGcs.AIcs.CLarXiv:2605.14236v22026
VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization
Andrei Atanov, Jesse Allardice, Roman Bachmann +6
cs.CVcs.LGarXiv:2604.12887v12026
Self-Sovereign Agent
Wenjie Qu, Xuandong Zhao, Jiaheng Zhang +1
cs.CRcs.CYcs.LGarXiv:2604.08551v12026
Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling
Eilam Shapira, Moshe Tennenholtz, Roi Reichart
cs.LGcs.AIcs.CLarXiv:2605.12411v12026
3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding
Makanjuola Ogunleye, Eman Abdelrahman, Ismini Lourentzou
cs.CVcs.AIcs.LGarXiv:2604.08645v12026
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
Yirong Zeng, Xiao Ding, Yutai Hou +9
cs.LGcs.AIarXiv:2511.01934v22025
SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding
Anton Plaksin, Sergei Krutikov, Sergei Skvortsov +1
cs.LGcs.CLarXiv:2605.10453v12026
SkVM: Revisiting Language VM for Skills across Heterogenous LLMs and Harnesses
Le Chen, Erhu Feng, Yubin Xia +1
cs.SEcs.LGarXiv:2604.03088v32026
MemRerank: Preference Memory for Personalized Product Reranking
Zhiyuan Peng, Xuyang Wu, Huaixiao Tou +2
cs.CLcs.AIcs.LGarXiv:2603.29247v32026
No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data
Dmitry Karpov
cs.CLcs.AIcs.LGarXiv:2602.04442v12026
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale
Yicheng Zou, Dongsheng Zhu, Lin Zhu +174
cs.LGcs.CLcs.CVarXiv:2603.25040v22026

Machine Learning

FreeBalance: Pre-Routing Online Moe Load Balancing via Residual Workload Prediction

Parcae: Scaling Laws For Stable Looped Language Models

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning?

Event-triggered Implicit Perturbation for Zeroth-Order Fine-Tuning of Spiking Transformers

Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency

TSDS-Toolbox: A Toolbox for Measuring Time-Series Dataset Similarity

Panoptic Pairwise Distortion Graph

RL-Index: Reinforcement Learning for Retrieval Index Reasoning

Taste-aware music retrieval from audio embeddings

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

A Critical Synthesis of Uncertainty Quantification and Foundation Models for Semantic Segmentation

Change Point--Aware Evaluation and Re-Calibration of PPG-Based Blood Pressure Estimation

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL

PaintBench: Deterministic Evaluation of Precise Visual Editing

When AI Designs AI: Innovation or Imitation?

Margin-Regularized Structured Semantic Alignment for Brain-Language Correspondence

APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations

Towards Interpretable Foundation Models for Retinal Fundus Images

The Working Set of a Coding Agent: Coherence Debt in Repository-Scale Tasks

Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning

iOSWorld: A Benchmark for Personally Intelligent Phone Agents

ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains

M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection

PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

KARL: Knowledge Agents via Reinforcement Learning

Style or Signature? Artist-Disjoint Evaluation of Style Classification in Frozen Vision Embeddings

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

Discovering Hidden Gems in Model Repositories

From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models

Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts

MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation

Efficient Reasoning with Balanced Thinking

Composer 2 Technical Report

Large Language Models over Networks: Collaborative Intelligence under Resource Constraints

Meta-Reinforcement Learning with Self-Reflection for Agentic Search

DocAtlas: Multilingual Document Understanding Across 80+ Languages

How do LLMs Compute Verbal Confidence

Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

Olaf-World: Orienting Latent Actions for Video World Modeling

Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion

TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents

Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher

Qwen-Image-Flash: Beyond Objective Design

WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models

Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models

IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs

Active Learners as Efficient PRP Rerankers

VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization

Self-Sovereign Agent

Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling

3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding

Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch

SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding

SkVM: Revisiting Language VM for Skills across Heterogenous LLMs and Harnesses

MemRerank: Preference Memory for Personalized Product Reranking

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale