Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
Paper • 2601.20614 • Published • 120
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papers 3 months ago
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
Paper • 2601.20354 • Published • 112
Urban Socio-Semantic Segmentation with Vision-Language Reasoning
Paper • 2601.10477 • Published • 156
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
Paper • 2601.05432 • Published • 170
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning
Paper • 2512.24146 • Published • 14