MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation Paper • 2607.14189 • Published 4 days ago • 30
KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Paper • 2607.14202 • Published 4 days ago • 33
SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling Paper • 2606.09304 • Published Jun 8 • 6
Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension Paper • 2602.13310 • Published Feb 10 • 9
TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding Paper • 2511.16595 • Published Nov 20, 2025 • 10
REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding Paper • 2511.13026 • Published Nov 17, 2025 • 26