Author

Wen-Han Yang

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Preprint Aug 2026

Visual Token Codec: Unleashing Spatial Redundancy for ViT Feature Coding

Distributed deployment of large vision foundation models often partitions a ViT backbone and exchanges intermediate token features between computing nodes, making efficient feature compression critical under bandwidth and computation constraints. Existing ViT feature codecs typically flatten heterogeneous global and pa...

Donghui Feng, Feng-Xi Zhang, Changsheng Gao et al. · 0 citations

Preprint Sep 2026

Distilling Visual Reasoning into Text Space

V2T first trains a teacher LVLM using interleaved visual and textual chains of thought, and then uses knowledge distillation to train a student LVLM using the teacher's logits and cross-entropy supervision from ground-truth textual reasoning.

Wen-Han Yang, Nilay Naharas, Ali Payani et al. · 0 citations