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All Explained Papers · cs.LG

1727 papers in cs.LG. Page 8 of 87. ← Back to home

• arXiv:2506.09344 · cs.AI+5 · submitted 2025-06-11 · explained 2026-08-19
  Ming-Omni: A Unified Multimodal Model for Perception and Generation
  Inclusion AI, Biao Gong, Cheng Zou, et al.
• arXiv:2506.08400 · cs.CL+3 · submitted 2025-06-10 · explained 2026-08-19
  Evaluating Large Language Models Across 100+ Languages: A Unified Benchmark for Speech and Text Tasks
  Luel Hagos Beyene, Vivek Verma, Min Ma, et al.
• arXiv:2505.24298 · cs.LG+1 · submitted 2025-05-30 · explained 2026-08-19
  A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
  Wei Fu, Jiaxuan Gao, Xujie Shen, et al.
• arXiv:2504.10612 · cs.LG+2 · submitted 2025-04-14 · explained 2026-08-19
  Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
  Michal Balcerak, Tamaz Amiranashvili, Antonio Terpin, et al.
• arXiv:2504.07164 · cs.SE+2 · submitted 2025-04-09 · explained 2026-08-19
  Scaling Open-Weights Software Engineering Agents with Procedural Synthetic Data and Agentic Tests
  Naman Jain, Jaskirat Singh, Manish Shetty, et al.
• arXiv:2502.03349 · cs.LG+2 · submitted 2025-02-05 · explained 2026-08-19
  Robust Autonomy Emerges from Self-Play
  Marco Cusumano-Towner, David Hafner, Alex Hertzberg, et al.
• arXiv:2412.01786 · cs.LG · submitted 2024-12-02 · explained 2026-08-19
  Gradient-Free Generation for Hard-Constrained Systems
  Chaoran Cheng, Boran Han, Danielle C. Maddix, et al.
• arXiv:2411.16955 · cs.LG+1 · submitted 2024-11-25 · explained 2026-08-19
  Probing the limitations of multimodal language models for chemistry and materials research
  Nawaf Alampara, Mara Schilling-Wilhelmi, Martiño Ríos-García, et al.
• arXiv:2410.06378 · stat.ML+3 · submitted 2024-10-08 · explained 2026-08-19
  Covering Numbers for Deep ReLU Networks with Applications to Function Approximation and Nonparametric Regression
  Weigutian Ou, Helmut Bölcskei
• arXiv:2409.03219 · cs.CY+4 · submitted 2024-09-05 · explained 2026-08-19
  Content Moderation by LLM: From Accuracy to Legitimacy
  Tao Huang
• arXiv:2406.13661 · cs.LG+2 · submitted 2024-06-19 · explained 2026-08-19
  Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review
  Davide Carbone
• arXiv:2406.11179 · cs.LG+1 · submitted 2024-06-17 · explained 2026-08-19
  Learning Iterative Reasoning through Energy Diffusion
  Yilun Du, Jiayuan Mao, Joshua B. Tenenbaum
• arXiv:2406.10368 · cs.LG+1 · submitted 2024-06-14 · explained 2026-08-19
  A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
  Samuele Bortolotti, Emanuele Marconato, Tommaso Carraro, et al.
• arXiv:2405.01952 · stat.ML+3 · submitted 2024-05-03 · explained 2026-08-19
  Three Quantization Regimes for ReLU Networks
  Weigutian Ou, Philipp Schenkel, Helmut Bölcskei
• arXiv:2404.08458 · stat.ML+2 · submitted 2024-04-12 · explained 2026-08-19
  On the Independence Assumption in Neurosymbolic Learning
  Emile van Krieken, Pasquale Minervini, Edoardo M. Ponti, et al.
• arXiv:2403.03218 · cs.LG+3 · submitted 2024-03-05 · explained 2026-08-19
  The WMDP Benchmark: Measuring and Reducing Use With Unlearning
  Nathaniel Li, Alexander Pan, Anjali Gopal, et al.
• arXiv:2402.08787 · cs.LG+1 · submitted 2024-02-13 · explained 2026-08-19
  RETHINKING MACHINE UNLEARNING FOR
  Sijia Liu, Yuanshun Yao, Jinghan Jia, et al.
• arXiv:2402.01103 · cs.LG+3 · submitted 2024-02-02 · explained 2026-08-19
  Compositional Generative Modeling: A Single Model is Not All You Need
  Yilun Du, Leslie Kaelbling
• arXiv:2310.12931 · cs.RO+2 · submitted 2023-10-19 · explained 2026-08-19
  Human-level Reward Design via Coding Large Language Models
  Yecheng Jason Ma, William Liang, Guanzhi Wang, et al.
• arXiv:2310.08491 · cs.CL+1 · submitted 2023-10-12 · explained 2026-08-19
  0.1cm[width=0.500cm, height=0.637cm]figures/resources/fire_emoji.png~Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
  Seungone Kim, Jamin Shin, Yejin Cho, et al.