Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published about 19 hours ago • 87
Urban Socio-Semantic Segmentation with Vision-Language Reasoning Paper • 2601.10477 • Published 14 days ago • 154
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation Paper • 2512.24271 • Published 30 days ago • 62
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published 20 days ago • 163