Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning Paper • 2606.27828 • Published 4 days ago • 22
LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing Paper • 2606.26740 • Published 5 days ago • 55
Composing Concepts from Images and Videos via Concept-prompt Binding Paper • 2512.09824 • Published Dec 10, 2025 • 28
Echo-Infinity: Learning Evolving Memory for Real-Time Infinite Video Generation Paper • 2606.04527 • Published 27 days ago • 28
Echo-Memory: A Controlled Study of Memory in Action World Models Paper • 2606.09803 • Published 22 days ago • 32
Echo-Memory: A Controlled Study of Memory in Action World Models Paper • 2606.09803 • Published 22 days ago • 32
WALL-WM: Carving World Action Modeling at the Event Joints Paper • 2606.01955 • Published 29 days ago • 23
Echo-Infinity: Learning Evolving Memory for Real-Time Infinite Video Generation Paper • 2606.04527 • Published 27 days ago • 28
Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration Paper • 2605.17423 • Published May 17 • 34
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context Paper • 2605.13831 • Published May 13 • 89
DiffusionOPD: A Unified Perspective of On-Policy Distillation in Diffusion Models Paper • 2605.15055 • Published May 14 • 19
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published May 14 • 91
Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Paper • 2605.15141 • Published May 14 • 96
MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation Paper • 2512.18181 • Published May 7 • 87
Geometric Context Transformer for Streaming 3D Reconstruction Paper • 2604.14141 • Published Apr 15 • 22
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published May 1 • 86
ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning Paper • 2603.28610 • Published Mar 30 • 20