Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views Paper • 2606.29513 • Published Jun 28 • 53
MVTrack4Gen: Multi-View Point Tracking as Geometric Supervision for 4D Video Generation Paper • 2606.26087 • Published Jun 24 • 35
WorldKV: Efficient World Memory with World Retrieval and Compression Paper • 2605.22718 • Published May 21 • 44
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Paper • 2605.13724 • Published May 13 • 105
TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking Paper • 2605.12587 • Published May 12 • 37
DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models Paper • 2603.23499 • Published Mar 24 • 52
Grounding World Simulation Models in a Real-World Metropolis Paper • 2603.15583 • Published Mar 16 • 154
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation Paper • 2510.23581 • Published Oct 27, 2025 • 42
Visual Representation Alignment for Multimodal Large Language Models Paper • 2509.07979 • Published Sep 9, 2025 • 84
Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs Paper • 2506.09522 • Published Jun 11, 2025 • 21