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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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33,241 to 33,261 of 33,261

  1. Distinguishing AI-Generated Music from Edited Audio as a Hard-Negative Robustness Task

    Alexandru-Stefan Morosanu, Valerian Cecan, Stefan-Daniel Achirei +1

    cs.SDcs.AIcs.LGarXiv:2608.14916v12026

  2. 6G Native AI and Channel Foundation Models

    Shugong Xu, Jun Jiang, Yuan Gao

    eess.SPcs.ITcs.LGarXiv:2608.14591v12026

  3. MotoSafety: Edge-AI with Learned Temporal Importance for Two-Wheeler Collision Risk Assessment Under Time Pressure

    Sumit S. Shevtekar, Chandresh K. Maurya, Gourab Sil +1

    cs.LGcs.AIcs.HCarXiv:2608.17823v12026

  4. No Gaussian Required: Contrastive Inverse Dynamics for JEPA World Models

    Jack Boylan, Chris Hokamp

    cs.LGcs.AIarXiv:2608.17542v12026

  5. The Role of Feedback Alignment in Self-Distillation

    Semih Kara, Oğuzhan Ersoy

    cs.AIcs.LGarXiv:2606.11173v12026

  6. MARBLE: Multi-Aspect Reward Balance for Diffusion RL

    Canyu Zhao, Hao Chen, Yunze Tong +3

    cs.CVcs.LGarXiv:2605.06507v12026

  7. Self-Routed Tensor Adapters for Parameter-Efficient Universal Visual Adaptation

    Suraj Yadav

    cs.CVcs.LGarXiv:2608.16384v12026

  8. Whose Gold? Annotator-Pool Disagreement Is Large at the Item Level, and Hidden by Small Leaderboards

    Anik Jha

    cs.CLcs.LGarXiv:2608.15980v12026

  9. AutoSR: Automatic Symbolic Regression by Searching Research States

    Kejia Zhang, Youran Sun, Xinyu Ren +2

    cs.SCcs.AIcs.LGarXiv:2608.16876v12026

  10. BERTopic-Virality Prioritisation: A Scalable Framework for Thematic and Comparative Analysis of COVID-19 and Monkeypox Misinformation on Twitter

    Mkululi Sikosana, Sean Maudsley-Barton, Oluwaseun Ajao

    cs.CLcs.LGcs.SIarXiv:2608.15691v12026

  11. Toto 2.0: Time Series Forecasting Enters the Scaling Era

    Emaad Khwaja, Chris Lettieri, Gerald Woo +10

    cs.LGcs.AIarXiv:2605.20119v22026

  12. Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

    Rohan Surana, Gagan Mundada, Xunyi Jiang +19

    cs.LGarXiv:2605.02913v12026

  13. Towards Automating Scientific Review with Google's Paper Assistant Tool

    Rajesh Jayaram, Drew Tyler, David Woodruff +4

    cs.LGcs.AIcs.CLarXiv:2606.28277v12026

  14. ReFreeKV: Towards Threshold-Free KV Cache Compression

    Xuanfan Ni, Liyan Xu, Chenyang Lyu +6

    cs.CLcs.AIcs.LGarXiv:2502.16886v42025

  15. GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

    Kaiyuan Chen, Shuangyu Xie, Letian Fu +21

    cs.ROcs.AIcs.CLarXiv:2607.05369v12026

  16. When Does Muon Help Agentic Reinforcement Learning?

    Kai Ruan, Jinghao Lin, Zihe Huang +4

    cs.LGcs.AIarXiv:2607.16169v42026

  17. You Only Pass Once: Answering and Abstaining Together in a Single Forward Pass of a Frozen Language Model

    Ziyang Luo, Zhongyao Chu, Xinjie He +4

    cs.CLcs.LGarXiv:2608.14465v12026

  18. A Vocabulary for Multi-Agent Automated Research Systems

    Bardiya Akhbari

    cs.AIcs.LGcs.MAarXiv:2607.22682v12026

  19. An Exam for Active Observers

    Jiarui Zhang, Muzi Tao, Shangshang Wang +3

    cs.CVcs.AIcs.CLarXiv:2607.16165v12026

  20. Evaluating Agentic Learning Harness Capabilities Without Labels via the Scaling Hypothesis

    Aryan Luthra, Kshitij Jain, Siddharth Arya +2

    cs.AIcs.CRcs.LGarXiv:2608.13608v12026

  21. Mind the Long Tail: Understanding the Difficulty of Delay Detection in Business Processes

    Keyvan Amiri Elyasi, Lukas Kirchdorfer, Heiner Stuckenschmidt

    cs.LGcs.AIarXiv:2608.14367v12026