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cs.CV2025
YOLO-FDA: Integrating Hierarchical Attention and Detail Enhancement for Surface Defect Detection
Jiawei Hu
Surface defect detection in industrial scenarios is both crucial and technically demanding due to the wide variability in defect types, irregular shapes and sizes, fine-grained req…
cs.CV2024★ 2 cited
Towards Accurate Post-Training Quantization of Vision Transformers via Error Reduction
Yunshan Zhong, You Huang, Jiawei Hu +2
Post-training quantization (PTQ) for vision transformers (ViTs) has received increasing attention from both academic and industrial communities due to its minimal data needs and hi…
cs.CV2023
I&S-ViT: An Inclusive & Stable Method for Pushing the Limit of Post-Training ViTs Quantization
Yunshan Zhong, Jiawei Hu, Mingbao lin +2
Albeit the scalable performance of vision transformers (ViTs), the dense computational costs (training & inference) undermine their position in industrial applications. Post-traini…