Adapting Vision-Language Models Without Labels: A Comprehensive Survey
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2508.05547
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Published
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11
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Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
Paper • 2508.10751 • Published • 28 -
SSRL: Self-Search Reinforcement Learning
Paper • 2508.10874 • Published • 97 -
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation
Paper • 2508.12040 • Published • 14 -
Deep Think with Confidence
Paper • 2508.15260 • Published • 88 -
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
Paper • 2508.12903 • Published • 11 -
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
Paper • 2508.14029 • Published • 118 -
Controlling Multimodal LLMs via Reward-guided Decoding
Paper • 2508.11616 • Published • 7 -
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
Paper • 2507.22607 • Published • 46