Huchuan Lu

VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning

End-to-End Vision Tokenizer Tuning

UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation

From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction

Learning Spatial-Semantic Features for Robust Video Object Segmentation

Autoregressive Video Generation without Vector Quantization

FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning

High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity

Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge

Efficient Motion Prompt Learning for Robust Visual Tracking

OASIS: Open Agents Social Interaction Simulations on a Large Scale

Learning Universal Features for Generalizable Image Forgery Localization

AD-H: Autonomous Driving with Hierarchical Agents