KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance Paper • 2604.12627 • Published 1 day ago • 8
Referring Expression Instance Retrieval and A Strong End-to-End Baseline Paper • 2506.18246 • Published Jun 23, 2025 • 1
WISER: Wider Search, Deeper Thinking, and Adaptive Fusion for Training-Free Zero-Shot Composed Image Retrieval Paper • 2602.23029 • Published 22 days ago • 1
CLEAR: Unlocking Generative Potential for Degraded Image Understanding in Unified Multimodal Models Paper • 2604.04780 • Published 9 days ago • 10
PLUME: Latent Reasoning Based Universal Multimodal Embedding Paper • 2604.02073 • Published 13 days ago • 15
Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing Paper • 2604.02288 • Published 13 days ago • 30
COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence Paper • 2512.04563 • Published Dec 4, 2025 • 16