Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published 5 days ago • 115
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models Paper • 2601.20354 • Published 5 days ago • 107
Urban Socio-Semantic Segmentation with Vision-Language Reasoning Paper • 2601.10477 • Published 18 days ago • 155
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published 24 days ago • 165
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning Paper • 2512.24146 • Published Dec 30, 2025 • 14
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints Paper • 2510.14847 • Published Oct 16, 2025 • 56
Advancing End-to-End Pixel Space Generative Modeling via Self-supervised Pre-training Paper • 2510.12586 • Published Oct 14, 2025 • 113