Daily Papers of 2025-08-19

  1. Ovis2.5 Technical Report 101 upvotes, #1 of 2025-08-19
  2. ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning 70 upvotes, #2 of 2025-08-19
  3. 4DNeX: Feed-Forward 4D Generative Modeling Made Easy 57 upvotes, #3 of 2025-08-19
  4. Speed Always Wins: A Survey on Efficient Architectures for Large Language Models 49 upvotes, #4 of 2025-08-19
  5. Next Visual Granularity Generation 45 upvotes, #5 of 2025-08-19
  6. S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models 44 upvotes, #6 of 2025-08-19
  7. When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs 39 upvotes, #7 of 2025-08-19
  8. Has GPT-5 Achieved Spatial Intelligence? An Empirical Study 31 upvotes, #8 of 2025-08-19
  9. HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds 24 upvotes, #9 of 2025-08-19
  10. Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model 22 upvotes, #10 of 2025-08-19
  11. Representing Speech Through Autoregressive Prediction of Cochlear Tokens 16 upvotes, #11 of 2025-08-19
  12. G-CUT3R: Guided 3D Reconstruction with Camera and Depth Prior Integration 12 upvotes, #12 of 2025-08-19
  13. Lumen: Consistent Video Relighting and Harmonious Background Replacement with Video Generative Models 12 upvotes, #12 of 2025-08-19
  14. Precise Action-to-Video Generation Through Visual Action Prompts 10 upvotes, #14 of 2025-08-19
  15. Inverse-LLaVA: Eliminating Alignment Pre-training Through Text-to-Vision Mapping 8 upvotes, #15 of 2025-08-19
  16. Reinforcement Learning with Rubric Anchors 8 upvotes, #15 of 2025-08-19
  17. Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods 4 upvotes, #17 of 2025-08-19
  18. Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information 3 upvotes, #18 of 2025-08-19
  19. RotBench: Evaluating Multimodal Large Language Models on Identifying Image Rotation 1 upvotes, #19 of 2025-08-19

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.