2 papers
cs.CV2023
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification
Zhenpeng Feng, Hongbing Ji, Milos Dakovic +3
Despite the tremendous success of convolutional neural networks (CNNs) in computer vision, the mechanism of CNNs still lacks clear interpretation. Currently, class activation mappi…
cs.CV2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network
Zhenpeng Feng, Xiyang Cui, Hongbing Ji +2
Graph convolutional neural network (GCN) has drawn increasing attention and attained good performance in various computer vision tasks, however, there lacks a clear interpretation…