Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 155
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 117
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 49
IC-Effect: Precise and Efficient Video Effects Editing via In-Context Learning Paper • 2512.15635 • Published Dec 17, 2025 • 20
UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models Paper • 2509.21760 • Published Sep 26, 2025 • 15
UniMIC: Token-Based Multimodal Interactive Coding for Human-AI Collaboration Paper • 2509.22570 • Published Sep 26, 2025 • 4
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Paper • 2506.13977 • Published Jun 11, 2025 • 10
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Paper • 2503.19325 • Published Mar 25, 2025 • 73
