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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29,821 to 29,880 of 32,668

Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought
Siddharth Boppana, Annabel Ma, Max Loeffler +5
cs.CLcs.AIcs.LGarXiv:2603.05488v42026
Layer by layer, module by module: Choose both for optimal OOD probing of ViT
Ambroise Odonnat, Vasilii Feofanov, Laetitia Chapel +2
cs.CVcs.LGstat.MLarXiv:2603.05280v12026
Small Language Models for Privacy-Preserving Clinical Information Extraction in Low-Resource Languages
Mohammadreza Ghaffarzadeh-Esfahani, Nahid Yousefian, Ebrahim Heidari-Farsani +4
cs.CLcs.AIcs.LGarXiv:2602.21374v12026
Whisper-RIR-Mega: A Paired Clean-Reverberant Speech Benchmark for ASR Robustness to Room Acoustics
Mandip Goswami
eess.AScs.AIcs.LGarXiv:2603.02252v32026
Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms
Shalaleh Rismani, Renee Shelby, Leah Davis +2
cs.HCcs.AIcs.LGarXiv:2510.10339v12025
Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias
JuneHyoung Kwon, MiHyeon Kim, Eunju Lee +3
cs.LGcs.CVarXiv:2602.21773v12026
GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training
Yuan Cao, Dezhi Ran, Mengzhou Wu +9
cs.AIcs.LGarXiv:2602.14093v12026
Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange
Fiona Y. Wang, Lee Marom, Subhadeep Pal +4
cs.AIcond-mat.dis-nncs.LGarXiv:2603.14312v12026
Scaling Behavior of Discrete Diffusion Language Models
Dimitri von Rütte, Janis Fluri, Omead Pooladzandi +3
cs.LGarXiv:2512.10858v32025
Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training
Fangfu Liu, Diankun Wu, Jiawei Chi +7
cs.CVcs.LGarXiv:2603.12255v12026
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
Rui Pan, Yinwei Dai, Zhihao Zhang +3
cs.LGcs.AIarXiv:2504.07891v22025
GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
Isabella A. Stewart, Tarjei Paule Hage, Yu-Chuan Hsu +1
cs.AIcond-mat.mes-hallcond-mat.mtrl-sciarXiv:2602.07491v12026
Agentic Web: Weaving the Next Web with AI Agents
Yingxuan Yang, Mulei Ma, Yuxuan Huang +15
cs.AIcs.LGarXiv:2507.21206v12025
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
Wonjun Kang, Kevin Galim, Seunghyuk Oh +8
cs.LGarXiv:2510.04767v22025
RoboPocket: Improve Robot Policies Instantly with Your Phone
Junjie Fang, Wendi Chen, Han Xue +7
cs.ROcs.AIcs.LGarXiv:2603.05504v22026
SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching
Yasaman Haghighi, Alexandre Alahi
cs.CVcs.LGarXiv:2602.24208v12026
MAEB: Massive Audio Embedding Benchmark
Adnan El Assadi, Isaac Chung, Chenghao Xiao +15
cs.SDcs.AIcs.CLarXiv:2602.16008v12026
UFT: Unifying Supervised and Reinforcement Fine-Tuning
Mingyang Liu, Gabriele Farina, Asuman Ozdaglar
cs.LGcs.CLarXiv:2505.16984v22025
Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks
David Schmotz, Luca Beurer-Kellner, Sahar Abdelnabi +1
cs.CRcs.LGarXiv:2602.20156v32026
MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies
Vasilii Feofanov, Songkang Wen, Jianfeng Zhang +2
cs.LGcs.AIarXiv:2602.17868v12026
Resource-Efficient Iterative LLM-Based NAS with Feedback Memory
Xiaojie Gu, Dmitry Ignatov, Radu Timofte
cs.LGcs.AIarXiv:2603.12091v12026
Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs
Christos Koutsiaris
cs.IRcs.AIcs.CLarXiv:2602.14784v12026
Uncertainty-Aware Vision-Language Segmentation for Medical Imaging
Aryan Das, Tanishq Rachamalla, Koushik Biswas +2
cs.CVcs.LGarXiv:2602.14498v22026
SRPO: A Cross-Domain Implementation of Large-Scale Reinforcement Learning on LLM
Xiaojiang Zhang, Jinghui Wang, Zifei Cheng +14
cs.LGarXiv:2504.14286v22025
On the Generalization Capacities of MLLMs for Spatial Intelligence
Gongjie Zhang, Wenhao Li, Quanhao Qian +4
cs.CVcs.LGarXiv:2603.06704v12026
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning
Jingcheng Hu, Yinmin Zhang, Shijie Shang +17
cs.LGarXiv:2601.05593v12026
Open Problems in Machine Unlearning for AI Safety
Fazl Barez, Tingchen Fu, Ameya Prabhu +16
cs.LGcs.AIcs.CYarXiv:2501.04952v12025
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
Keyon Vafa, Peter G. Chang, Ashesh Rambachan +1
cs.LGcs.AIarXiv:2507.06952v42025
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets
Hanna Yukhymenko, Anton Alexandrov, Martin Vechev
cs.CLcs.AIcs.LGarXiv:2602.22207v12026
3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing
Binghao Huang, Yixuan Wang, Xinyi Yang +2
cs.ROcs.AIcs.LGarXiv:2410.24091v22024
Self-Evaluation Unlocks Any-Step Text-to-Image Generation
Xin Yu, Xiaojuan Qi, Zhengqi Li +6
cs.CVcs.AIcs.LGarXiv:2512.22374v12025
Learning a Generative Meta-Model of LLM Activations
Grace Luo, Jiahai Feng, Trevor Darrell +2
cs.LGcs.AIcs.CLarXiv:2602.06964v12026
Evaluating Gemini Robotics Policies in a Veo World Simulator
Gemini Robotics Team, Krzysztof Choromanski, Coline Devin +20
cs.ROcs.AIcs.CVarXiv:2512.10675v22025
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
Shanchuan Lin, Ceyuan Yang, Hao He +6
cs.CVcs.AIcs.LGarXiv:2506.09350v22025
Scaling Spatial Intelligence with Multimodal Foundation Models
Zhongang Cai, Ruisi Wang, Chenyang Gu +26
cs.CVcs.AIcs.LGarXiv:2511.13719v42025
Autellix: An Efficient Serving Engine for LLM Agents as General Programs
Michael Luo, Xiaoxiang Shi, Colin Cai +8
cs.LGcs.AIcs.DCarXiv:2502.13965v12025
Boomerang Distillation Enables Zero-Shot Model Size Interpolation
Sara Kangaslahti, Nihal V. Nayak, Jonathan Geuter +3
cs.LGarXiv:2510.05064v22025
Where Do the Joules Go? Diagnosing Inference Energy Consumption
Jae-Won Chung, Ruofan Wu, Jeff J. Ma +1
cs.LGcs.DCarXiv:2601.22076v22026
Regression Language Models for Code
Yash Akhauri, Xingyou Song, Arissa Wongpanich +2
cs.CLcs.AIcs.LGarXiv:2509.26476v32025
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
Lu Han, Xu-Yang Chen, Han-Jia Ye +1
cs.LGarXiv:2404.14197v32024
Jamba: A Hybrid Transformer-Mamba Language Model
Opher Lieber, Barak Lenz, Hofit Bata +19
cs.CLcs.LGarXiv:2403.19887v22024
Towards Automated Kernel Generation in the Era of LLMs
Yang Yu, Peiyu Zang, Chi Hsu Tsai +11
cs.LGcs.CLarXiv:2601.15727v32026
RM -RF: Reward Model for Run-Free Unit Test Evaluation
Elena Bruches, Daniil Grebenkin, Mikhail Klementev +8
cs.SEcs.LGarXiv:2601.13097v12026
A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
Xingjun Ma, Yixu Wang, Hengyuan Xu +18
cs.AIcs.CLcs.CVarXiv:2601.10527v22026
Mercury: Ultra-Fast Language Models Based on Diffusion
Inception Labs, Samar Khanna, Siddhant Kharbanda +10
cs.CLcs.AIcs.LGarXiv:2506.17298v12025
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
Xiangfei Qiu, Hanyin Cheng, Xingjian Wu +5
cs.LGarXiv:2502.10721v32025
What Large Language Models Know and What People Think They Know
Mark Steyvers, Heliodoro Tejeda, Aakriti Kumar +5
cs.LGcs.AIcs.CLarXiv:2401.13835v22024
FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation
Luca Della Libera, Cem Subakan, Mirco Ravanelli
cs.SDcs.AIcs.LGarXiv:2509.16195v12025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers
Xingjian Leng, Jaskirat Singh, Yunzhong Hou +3
cs.CVcs.LGarXiv:2504.10483v32025
AgentOCR: Reimagining Agent History via Optical Self-Compression
Lang Feng, Fuchao Yang, Feng Chen +5
cs.LGcs.AIarXiv:2601.04786v32026
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
Kaiyuan Chen, Yixin Ren, Yang Liu +30
cs.LGarXiv:2506.13651v12025
A Survey on Diffusion Language Models
Tianyi Li, Mingda Chen, Bowei Guo +1
cs.CLcs.AIcs.LGarXiv:2508.10875v32025
PCMind-2.1-Kaiyuan-2B Technical Report
Kairong Luo, Zhenbo Sun, Xinyu Shi +9
cs.CLcs.AIcs.LGarXiv:2512.07612v12025
TradingAgents: Multi-Agents LLM Financial Trading Framework
Yijia Xiao, Edward Sun, Di Luo +1
q-fin.TRcs.AIcs.CEarXiv:2412.20138v72024
S*: Test Time Scaling for Code Generation
Dacheng Li, Shiyi Cao, Chengkun Cao +6
cs.LGcs.AIarXiv:2502.14382v12025
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
Chengsen Wang, Qi Qi, Jingyu Wang +5
cs.CLcs.LGarXiv:2412.11376v12024
When Bad Data Leads to Good Models
Kenneth Li, Yida Chen, Fernanda Viégas +1
cs.LGcs.AIcs.CLarXiv:2505.04741v12025
Summaries:한국어
Learning coordinated badminton skills for legged manipulators
Yuntao Ma, Andrei Cramariuc, Farbod Farshidian +1
cs.ROcs.LGarXiv:2505.22974v22025
DexterityGen: Foundation Controller for Unprecedented Dexterity
Zhao-Heng Yin, Changhao Wang, Luis Pineda +11
cs.ROcs.AIcs.LGarXiv:2502.04307v12025
Multilingual Routing in Mixture-of-Experts
Lucas Bandarkar, Chenyuan Yang, Mohsen Fayyaz +2
cs.CLcs.AIcs.LGarXiv:2510.04694v22025

Machine Learning

Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought

Layer by layer, module by module: Choose both for optimal OOD probing of ViT

Small Language Models for Privacy-Preserving Clinical Information Extraction in Low-Resource Languages

Whisper-RIR-Mega: A Paired Clean-Reverberant Speech Benchmark for ASR Robustness to Room Acoustics

Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms

Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias

GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training

Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange

Scaling Behavior of Discrete Diffusion Language Models

Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design

Agentic Web: Weaving the Next Web with AI Agents

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs

RoboPocket: Improve Robot Policies Instantly with Your Phone

SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching

MAEB: Massive Audio Embedding Benchmark

UFT: Unifying Supervised and Reinforcement Fine-Tuning

Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies

Resource-Efficient Iterative LLM-Based NAS with Feedback Memory

Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs

Uncertainty-Aware Vision-Language Segmentation for Medical Imaging

SRPO: A Cross-Domain Implementation of Large-Scale Reinforcement Learning on LLM

On the Generalization Capacities of MLLMs for Spatial Intelligence

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Open Problems in Machine Unlearning for AI Safety

What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models

Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets

3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing

Self-Evaluation Unlocks Any-Step Text-to-Image Generation

Learning a Generative Meta-Model of LLM Activations

Evaluating Gemini Robotics Policies in a Veo World Simulator

Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation

Scaling Spatial Intelligence with Multimodal Foundation Models

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Boomerang Distillation Enables Zero-Shot Model Size Interpolation

Where Do the Joules Go? Diagnosing Inference Energy Consumption

Regression Language Models for Code

SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Jamba: A Hybrid Transformer-Mamba Language Model

Towards Automated Kernel Generation in the Era of LLMs

RM -RF: Reward Model for Run-Free Unit Test Evaluation

A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5

Mercury: Ultra-Fast Language Models Based on Diffusion

A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective

What Large Language Models Know and What People Think They Know

FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation

REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers

AgentOCR: Reimagining Agent History via Optical Self-Compression

xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

A Survey on Diffusion Language Models

PCMind-2.1-Kaiyuan-2B Technical Report

TradingAgents: Multi-Agents LLM Financial Trading Framework

S*: Test Time Scaling for Code Generation

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

When Bad Data Leads to Good Models

Learning coordinated badminton skills for legged manipulators

DexterityGen: Foundation Controller for Unprecedented Dexterity

Multilingual Routing in Mixture-of-Experts