Behind Video Generation: Observations and Insights on Multimodal Understanding from Kling Paper • 2611.04916 • Published 2 days ago • 53
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published May 25 • 35
KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Paper • 2607.14202 • Published Jul 15 • 41
MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation Paper • 2607.14189 • Published Jul 15 • 31
RefCaptioner: Multi-Reference Image-Grounded Video Captioning Paper • 2607.28509 • Published Jul 30 • 29
Think Before You Score: Thinking Reward Model for Visual Generation Paper • 2609.37372 • Published Sep 29 • 58
HiRAE: Hierarchical Representation Autoencoding with Residual Budgets Paper • 2609.37775 • Published Sep 29 • 16
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos Paper • 2610.30866 • Published 14 days ago • 14
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos Paper • 2610.30866 • Published 14 days ago • 14
Reviso: Not All Visual Evidence Deserves Equal Attention in Video Captioning Paper • 2611.03602 • Published 2 days ago • 26
Reviso: Not All Visual Evidence Deserves Equal Attention in Video Captioning Paper • 2611.03602 • Published 2 days ago • 26
Reviso: Not All Visual Evidence Deserves Equal Attention in Video Captioning Paper • 2611.03602 • Published 2 days ago • 26
CodeCap-Bench: Can Code Serve as a Good Video Caption? Paper • 2610.37341 • Published 9 days ago • 53
PIGEONS: Incremental Long-Video Captioning with Persistent Identity Gallery and Evolving Overarching Narrative Summary Paper • 2610.16066 • Published 24 days ago
Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing Paper • 2607.25993 • Published Jul 28
ReBind: Multi-Reference Video Editing via Structured Instructions with Explicit Reference Relationships Paper • 2607.14681 • Published Jul 16
CodeCap-Bench: Can Code Serve as a Good Video Caption? Paper • 2610.37341 • Published 9 days ago • 53
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos Paper • 2610.30866 • Published 14 days ago • 14
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos Paper • 2610.30866 • Published 14 days ago • 14
Think Before You Score: Thinking Reward Model for Visual Generation Paper • 2609.37372 • Published Sep 29 • 58