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Xiaoyue Chen

2 accepted papers

2026

Progressive Supernet Training for Efficient Visual Autoregressive Modeling

CVPR 2026

Visual Autoregressive (VAR) models have demonstrated competitive performance with diffusion models in image generation by adopting a "next-scale" prediction paradigm that significantly reduces inference steps. However, VAR's progressive multi-scale generation leads to severe memory overhead due to K

Cited by 0SourcecodeScholar
2025

Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization

NeurIPS 2025poster

Large Vision-Language Models (LVLMs) have shown impressive performance across multi-modal tasks by encoding images into thousands of tokens. However, the large number of image tokens results in significant computational overhead, and the use of dynamic high-resolution inputs further increases this b…

Cited by 0SourcecodeScholar