DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning Paper • 2606.08035 • Published 27 days ago • 16
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published 23 days ago • 126
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery Paper • 2604.25256 • Published Apr 28 • 30
TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation Paper • 2603.19039 • Published Mar 19 • 51
MemoBrain: Executive Memory as an Agentic Brain for Reasoning Paper • 2601.08079 • Published Jan 12 • 39
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 111
Video-BrowseComp: Benchmarking Agentic Video Research on Open Web Paper • 2512.23044 • Published Dec 28, 2025 • 10
EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling Paper • 2509.23909 • Published Sep 28, 2025 • 34
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning Paper • 2507.06485 • Published Jul 9, 2025 • 5
Perception-Aware Policy Optimization for Multimodal Reasoning Paper • 2507.06448 • Published Jul 8, 2025 • 48
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper • 2506.23918 • Published Jun 30, 2025 • 90
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory Paper • 2507.01945 • Published Jul 2, 2025 • 75