AMAP-ML

AMAP-ML on Hugging Face Daily Papers: 16 papers, 12 in the top 3 of their day, 5 paper of the day.

  1. DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution 99 upvotes, #3 of 2026-09-01
  2. LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering 103 upvotes, #1 of 2026-08-31
  3. DreamX-World 1.0: A General-Purpose Interactive World Model 109 upvotes, #4 of 2026-06-16
  4. TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation 174 upvotes, #2 of 2026-05-22
  5. MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation 85 upvotes, #3 of 2026-05-11
  6. LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics 84 upvotes, #1 of 2026-04-24
  7. Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation 96 upvotes, #1 of 2026-04-21
  8. Video-CoE: Reinforcing Video Event Prediction via Chain of Events 90 upvotes, #3 of 2026-03-19
  9. Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing 141 upvotes, #1 of 2026-03-11
  10. Code2World: A GUI World Model via Renderable Code Generation 189 upvotes, #2 of 2026-02-11
  11. Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation 116 upvotes, #1 of 2026-01-29
  12. Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation 57 upvotes, #3 of 2026-01-05
  13. Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning 12 upvotes, #10 of 2026-01-05
  14. ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints 53 upvotes, #7 of 2025-10-17
  15. Advancing End-to-End Pixel Space Generative Modeling via Self-supervised Pre-training 104 upvotes, #2 of 2025-10-15
  16. Tree Search for LLM Agent Reinforcement Learning 84 upvotes, #4 of 2025-09-26

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.