LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding Paper • 2605.27365 • Published May 26 • 145
Video Analysis and Generation via a Semantic Progress Function Paper • 2604.22554 • Published Apr 24 • 64
ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks Paper • 2603.27862 • Published Mar 29 • 33
UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation Paper • 2603.23500 • Published Mar 24 • 37
Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model Paper • 2603.21986 • Published Mar 23 • 125
VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction Paper • 2602.13294 • Published Feb 9 • 13
4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation Paper • 2512.17012 • Published Dec 18, 2025 • 49
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published Oct 13, 2025 • 171
Perception Encoder: The best visual embeddings are not at the output of the network Paper • 2504.13181 • Published Apr 17, 2025 • 37
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Paper • 2504.12626 • Published Apr 17, 2025 • 51
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models Paper • 2503.18886 • Published Mar 24, 2025 • 24
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation Paper • 2503.10636 • Published Mar 13, 2025 • 3