Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 7 days ago • 44
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published 6 days ago • 40
SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysis Paper • 2609.34479 • Published 6 days ago • 30
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published 27 days ago • 147
Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Paper • 2609.08798 • Published 26 days ago • 84
SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning Paper • 2603.22057 • Published Mar 23 • 48
RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models Paper • 2603.21341 • Published Mar 22 • 24
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams Paper • 2603.07392 • Published Mar 8 • 18