Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent Paper • 2608.03979 • Published 21 days ago • 52
Any-OPD: Heterogeneous On-Policy Distillation for Flow-Matching Models via Representation-Space Bridging Paper • 2608.03316 • Published 21 days ago • 26
JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Paper • 2608.03974 • Published 21 days ago • 102
VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System Paper • 2607.27380 • Published 27 days ago • 71
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 217
OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation Paper • 2605.12480 • Published May 12 • 4
SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing Paper • 2604.04911 • Published Apr 6 • 36
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 • 118
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 51
IF-VidCap: Can Video Caption Models Follow Instructions? Paper • 2510.18726 • Published Oct 21, 2025 • 27
MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues Paper • 2510.17722 • Published Oct 20, 2025 • 20
RLFR: Extending Reinforcement Learning for LLMs with Flow Environment Paper • 2510.10201 • Published Oct 11, 2025 • 37