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Zhenpeng Feng
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2020 – today
- 2024
- [j13]Mingzhe Zhu, Xuran Hu, Zhenpeng Feng, Ljubisa Stankovic:
Unveiling SAR target recognition networks: Adaptive Perturbation Interpretation for enhanced understanding. Neurocomputing 600: 128137 (2024) - [j12]Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Xiyang Cui, Mingzhe Zhu, Ljubisa Stankovic:
Cluster-CAM: Cluster-weighted visual interpretation of CNNs' decision in image classification. Neural Networks 178: 106473 (2024) - [j11]Xuran Hu, Mingzhe Zhu, Zhenpeng Feng, Ljubisa Stankovic:
Manifold-based Shapley explanations for high dimensional correlated features. Neural Networks 180: 106634 (2024) - [j10]Xuran Hu, Mingzhe Zhu, Zhenpeng Feng, Ljubisa Stankovic:
Reperceive Global Vision of Transformer for Remote Sensing Images Weakly Supervised Object Localization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 16902-16916 (2024) - [c2]Xuran Hu, Mingzhe Zhu, Yuanjing Liu, Zhenpeng Feng, Ljubisa Stankovic:
Manifold-Based Shapley for SAR Recognization Network Explanation. IGARSS 2024: 6920-6924 - [c1]Xuran Hu, Ziqiang Xu, Zhihan Chen, Zhenpeng Feng, Mingzhe Zhu, Ljubisa Stankovic:
SAR Despeckling Via Regional Denoising Diffusion Probabilistic Model. IGARSS 2024: 7226-7230 - [i6]Xuran Hu, Mingzhe Zhu, Yuanjing Liu, Zhenpeng Feng, Ljubisa Stankovic:
Manifold-based Shapley for SAR Recognization Network Explanation. CoRR abs/2401.03128 (2024) - [i5]Xuran Hu, Mingzhe Zhu, Ziqiang Xu, Zhenpeng Feng, Ljubisa Stankovic:
Multi-task SAR Image Processing via GAN-based Unsupervised Manipulation. CoRR abs/2408.01553 (2024) - [i4]Xuran Hu, Mingzhe Zhu, Zhenpeng Feng, Milos Dakovic, Ljubisa Stankovic:
Perturbation on Feature Coalition: Towards Interpretable Deep Neural Networks. CoRR abs/2408.13397 (2024) - 2023
- [j9]Zhenpeng Feng, Xiyang Cui, Hongbing Ji, Mingzhe Zhu, Ljubisa Stankovic:
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network. Neurocomputing 533: 104-115 (2023) - [j8]Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Mingzhe Zhu, Ljubisa Stankovic:
Analytical interpretation of the gap of CNN's cognition between SAR and optical target recognition. Neural Networks 165: 982-986 (2023) - [j7]Zhenpeng Feng, Milos Dakovic, Hongbing Ji, Xianda Zhou, Mingzhe Zhu, Xiyang Cui, Ljubisa Stankovic:
Interpretation of Latent Codes in InfoGAN with SAR Images. Remote. Sens. 15(5): 1254 (2023) - [j6]Mingzhe Zhu, Jie Cheng, Tao Lei, Zhenpeng Feng, Xianda Zhou, Yuanjing Liu, Zhihan Chen:
C-RISE: A Post-Hoc Interpretation Method of Black-Box Models for SAR ATR. Remote. Sens. 15(12): 3103 (2023) - [i3]Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Xiyang Cui, Mingzhe Zhu, Ljubisa Stankovic:
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification. CoRR abs/2302.01642 (2023) - 2022
- [j5]Mingzhe Zhu, Bo Zang, Linlin Ding, Tao Lei, Zhenpeng Feng, Jingyuan Fan:
LIME-Based Data Selection Method for SAR Images Generation Using GAN. Remote. Sens. 14(1): 204 (2022) - [j4]Mingzhe Zhu, Zhenpeng Feng, Ljubisa Stankovic, Linlin Ding, Jingyuan Fan, Xianda Zhou:
A probe-feature for specific emitter identification using axiom-based grad-CAM. Signal Process. 201: 108685 (2022) - [i2]Zhenpeng Feng, Milos Dakovic, Hongbing Ji, Mingzhe Zhu, Ljubisa Stankovic:
Analytical Interpretation of Latent Codes in InfoGAN with SAR Images. CoRR abs/2205.13294 (2022) - [i1]Zhenpeng Feng, Xiyang Cui, Hongbing Ji, Mingzhe Zhu, Ljubisa Stankovic:
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network. CoRR abs/2209.09104 (2022) - 2021
- [j3]Zhenpeng Feng, Mingzhe Zhu, Ljubisa Stankovic, Hongbing Ji:
Self-Matching CAM: A Novel Accurate Visual Explanation of CNNs for SAR Image Interpretation. Remote. Sens. 13(9): 1772 (2021) - [j2]Zhenpeng Feng, Hongbing Ji, Ljubisa Stankovic, Jingyuan Fan, Mingzhe Zhu:
SC-SM CAM: An Efficient Visual Interpretation of CNN for SAR Images Target Recognition. Remote. Sens. 13(20): 4139 (2021) - [j1]Bo Zang, Linlin Ding, Zhenpeng Feng, Mingzhe Zhu, Tao Lei, Mengdao Xing, Xianda Zhou:
CNN-LRP: Understanding Convolutional Neural Networks Performance for Target Recognition in SAR Images. Sensors 21(13): 4536 (2021)
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