VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization Paper • 2606.02564 • Published 2 days ago • 22
DecMem: Towards Minute-Long Consistent World Generation with Decoupled Memory Paper • 2605.31336 • Published 5 days ago • 9
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published 9 days ago • 38
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Paper • 2605.22012 • Published 13 days ago • 46
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Paper • 2605.22012 • Published 13 days ago • 46
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published 16 days ago • 22
VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction Paper • 2605.15186 • Published 20 days ago • 26
Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Paper • 2605.10780 • Published 22 days ago • 33
Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Paper • 2605.13062 • Published 21 days ago • 33
SketchVLM: Vision language models can annotate images to explain thoughts and guide users Paper • 2604.22875 • Published Apr 23 • 35
OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation Paper • 2604.11804 • Published Apr 13 • 72
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published Apr 6 • 203 • 12
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published Apr 6 • 203 • 12
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29, 2025 • 46
Rethinking Driving World Model as Synthetic Data Generator for Perception Tasks Paper • 2510.19195 • Published Oct 22, 2025 • 11
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI Paper • 2512.16676 • Published Dec 18, 2025 • 222
DiaDem: Advancing Dialogue Descriptions in Audiovisual Video Captioning for Multimodal Large Language Models Paper • 2601.19267 • Published Jan 27
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models Paper • 2602.04804 • Published Feb 4 • 50