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cs.CV2026
Energy-Driven Adaptive Visual Token Pruning for Efficient Vision-Language Models
Jialuo He, Huangxun Chen
Visual token reduction is critical for accelerating Vision-Language Models (VLMs), since visual inputs are represented as token sequences that introduce substantial computational o…
cs.CV2026
Towards Compact and Robust DNNs via Compression-aware Sharpness Minimization
Jialuo He, Huangxun Chen
Sharpness-Aware Minimization (SAM) has recently emerged as an effective technique for improving DNN robustness to input variations. However, its interplay with the compactness requ…