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cs.CV2024
Lighten CARAFE: Dynamic Lightweight Upsampling with Guided Reassemble Kernels
Ruigang Fu, Qingyong Hu, Xiaohu Dong +3
As a fundamental operation in modern machine vision models, feature upsampling has been widely used and investigated in the literatures. An ideal upsampling operation should be lig…
cs.CV2020★ 156 cited
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
Ruigang Fu, Qingyong Hu, Xiaohu Dong +3
To have a better understanding and usage of Convolution Neural Networks (CNNs), the visualization and interpretation of CNNs has attracted increasing attention in recent years. In…