Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding Paper • 2512.17532 • Published 13 days ago • 64
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published Nov 25, 2025 • 181
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 92
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published Nov 14, 2025 • 165
First Try Matters: Revisiting the Role of Reflection in Reasoning Models Paper • 2510.08308 • Published Oct 9, 2025 • 24
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published Sep 25, 2025 • 104
MiroMind-M1 Collection A fully open-source series of mathematical reasoning language models • 6 items • Updated Aug 22, 2025 • 12
MiroThinker-v0.1 Collection High performance in deep research and tool use. • 7 items • Updated Sep 8, 2025 • 36
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published Jul 19, 2025 • 134
Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective Paper • 2506.17930 • Published Jun 22, 2025 • 18
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models Paper • 2505.00551 • Published May 1, 2025 • 36
Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers Paper • 2503.00865 • Published Mar 2, 2025 • 64
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization Paper • 2502.13922 • Published Feb 19, 2025 • 27
VideoLLaMA3 Collection Frontier Multimodal Foundation Models for Video Understanding • 14 items • Updated Sep 25, 2025 • 15
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding Paper • 2501.13106 • Published Jan 22, 2025 • 89
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Paper • 2501.00599 • Published Dec 31, 2024 • 46
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss Paper • 2410.17243 • Published Oct 22, 2024 • 92