Author

Tianyi Zhou

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Jul 2026

Visual Contrastive Self-Distillation

This work proposes Visual Contrastive Self-Distillation, namely VCSD, which converts image-content removal into an on-policy self-distillation signal, and consistently outperforms matched OPSD across Qwen3-VL and Qwen3.5 models.

Yijun Liang, Yunjie Tian, Yijiang Li et al. · arXiv.org · 5 citations