Mark Hasegawa-Johnson
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126
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Vision×1NLP×1
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2026
Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding
The paper proposes Visual Gradient Steering (VGS), a method that decomposes the distillation loss into language and visual components and steers the optimization to prioritize visual grounding, significantly improving vision-language reasoning.
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cs.CVcs.CLRecentMay 30, 2026
Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding
Hee Suk Yoon, Eunseop Yoon, Jaehyun Jang, SooHwan Eom +5 more
The paper proposes Visual Gradient Steering (VGS), a method that decomposes the distillation loss into language and visual components and steers the optimization to prioritize visual grounding, signif…
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