Search Results for author: Hongbing Ji

Found 3 papers, 0 papers with code

Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification

no code implementations3 Feb 2023 Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Xiyang Cui, Mingzhe Zhu, Ljubisa Stankovic

Furthermore, we propose an artful strategy to forge a cognition-base map and cognition-scissors from clustered feature maps.

Image Classification

VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network

no code implementations15 Sep 2022 Zhenpeng Feng, Xiyang Cui, Hongbing Ji, Mingzhe Zhu, Ljubisa Stankovic

For standard convolutional neural networks (CNNs), class activation mapping (CAM) methods are commonly used to visualize the connection between CNN's decision and image region by generating a heatmap.

Analytical Interpretation of Latent Codes in InfoGAN with SAR Images

no code implementations26 May 2022 Zhenpeng Feng, Milos Dakovic, Hongbing Ji, Mingzhe Zhu, Ljubisa Stankovic

In this paper, we show that latent codes are disentangled to affect the properties of SAR images in a non-linear manner.

Image Generation

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