TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs Paper • 2607.17423 • Published 5 days ago • 162
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published 8 days ago • 167
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 214
Proact-VL: A Proactive VideoLLM for Real-Time AI Companions Paper • 2603.03447 • Published Mar 3 • 37
Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters Paper • 2602.10604 • Published Feb 11 • 201
Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models Paper • 2512.20557 • Published Dec 23, 2025 • 52
TimeLens: Rethinking Video Temporal Grounding with Multimodal LLMs Paper • 2512.14698 • Published Dec 16, 2025 • 27
TimeLens Collection [CVPR 2026] TimeLens: Rethinking Video Temporal Grounding with Multimodal LLMs • 5 items • Updated Feb 24 • 11
ARC-Chapter: Structuring Hour-Long Videos into Navigable Chapters and Hierarchical Summaries Paper • 2511.14349 • Published Nov 18, 2025 • 18
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 Paper • 2503.24376 • Published Mar 31, 2025 • 38
GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers Paper • 2503.19480 • Published Mar 25, 2025 • 16
p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay Paper • 2412.04449 • Published Dec 5, 2024 • 7