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AUTHOR = "Echeberria Barrio, X. and Gil Lerchundi, A. and Mendialdua, I. and Orduna Urrutia, R.",
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AUTHOR = "Brocki, L. and Chung, N.C.",
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JOURNAL = PRL,
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AUTHOR = "Joukovsky, B. and Eldar, Y.C. and Deligiannis, N.",
TITLE = "Interpretable Neural Networks for Video Separation:
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JOURNAL = IP,
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AUTHOR = "Dan, T.T. and Kim, M. and Kim, W.H. and Wu, G.R.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156526"}
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AUTHOR = "Apicella, A. and Isgro, F. and Prevete, R.",
TITLE = "Hidden classification layers: Enhancing linear separability between
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JOURNAL = PRL,
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AUTHOR = "Apicella, A. and Giugliano, S. and Isgro, F. and Prevete, R.",
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AUTHOR = "Li, Y.S. and Liang, H.J. and Zheng, H.F. and Yu, R.",
TITLE = "CR-CAM: Generating explanations for deep neural networks by
contrasting and ranking features",
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AUTHOR = "Suresh, S. and Das, B. and Abrol, V. and Dutta Roy, S.",
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JOURNAL = PRL,
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AUTHOR = "Peng, Y.T. and He, L.H. and Hu, D. and Liu, Y.H. and Yang, L.Z. and Shang, S.H.",
TITLE = "Hierarchical Dynamic Masks for Visual Explanation of Neural Networks",
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AUTHOR = "Dombrowski, A.K. and Gerken, J.E. and Muller, K.R. and Kessel, P.",
TITLE = "Diffeomorphic Counterfactuals With Generative Models",
JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156532"}
@article{bb160672,
AUTHOR = "Wang, J.Q. and Liu, H.F. and Jing, L.P.",
TITLE = "Transparent Embedding Space for Interpretable Image Recognition",
JOURNAL = CirSysVideo,
VOLUME = "34",
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NUMBER = "5",
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PAGES = "3204-3219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156533"}
@inproceedings{bb160673,
AUTHOR = "Wang, J.Q. and Liu, H.F. and Wang, X.Y. and Jing, L.P.",
TITLE = "Interpretable Image Recognition by Constructing Transparent Embedding
Space",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "875-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156534"}
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AUTHOR = "Luo, J.Q. and Xu, S.X.",
TITLE = "NCART: Neural Classification and Regression Tree for tabular data",
JOURNAL = PR,
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AUTHOR = "Islam, M.T. and Xing, L.",
TITLE = "Deciphering the Feature Representation of Deep Neural Networks for
High-Performance AI",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156536"}
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AUTHOR = "Remusati, H. and Caillec, J.M.L. and Schneider, J.Y. and Petit Frere, J. and Merlet, T.",
TITLE = "Generative Adversarial Networks for SAR Automatic Target Recognition
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156537"}
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AUTHOR = "Valle, M.E.",
TITLE = "Understanding Vector-Valued Neural Networks and Their Relationship
With Real and Hypercomplex-Valued Neural Networks: Incorporating
intercorrelation between features into neural networks",
JOURNAL = SPMag,
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YEAR = "2024",
NUMBER = "3",
MONTH = "May",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156538"}
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AUTHOR = "Shin, Y.M. and Kim, S.W. and Shin, W.Y.",
TITLE = "PAGE: Prototype-Based Model-Level Explanations for Graph Neural
Networks",
JOURNAL = PAMI,
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MONTH = "October",
PAGES = "6559-6576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156539"}
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AUTHOR = "Zhuo, Y. and Ge, Z.Q.",
TITLE = "IG2: Integrated Gradient on Iterative Gradient Path for Feature
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Relevant Subspaces",
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AUTHOR = "Xiao, T.X. and Zhang, W. and Cheng, Y.X. and Suo, J.",
TITLE = "HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156544"}
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AUTHOR = "Kowal, M. and Siam, M. and Islam, M.A. and Bruce, N.D.B. and Wildes, R.P. and Derpanis, K.G.",
TITLE = "A Deeper Dive Into What Deep Spatiotemporal Networks Encode:
Quantifying Static vs. Dynamic Information",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13979-13989",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156545"}
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AUTHOR = "Batreddy, S. and Mishra, P. and Kakarla, Y. and Siripuram, A.",
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JOURNAL = SPLetters,
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AUTHOR = "Nam, W.J. and Lee, S.W.",
TITLE = "Illuminating Salient Contributions in Neuron Activation With
Attribution Equilibrium",
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AUTHOR = "Zhang, R. and Du, X. and Yan, J.C. and Zhang, S.H.",
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AUTHOR = "Rong, Y.B.",
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side-channel analysis",
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for Neural Networks",
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AUTHOR = "Nieradzik, L. and Stephani, H. and Keuper, J.",
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A Perturbation-Based Approach",
JOURNAL = IJCV,
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YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2392-2409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156555"}
@article{bb160695,
AUTHOR = "Han, S.H. and Choi, H.J.",
TITLE = "Attribute-guided Relevance Propagation for interpreting image
classifier based on Deep Neural Networks",
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AUTHOR = "Wu, W.H. and Ye, C.M. and Liao, X.F.",
TITLE = "Seg-Cam: Enhancing interpretability analysis in segmentation networks",
JOURNAL = JVCIR,
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YEAR = "2025",
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AUTHOR = "Chen, T.R. and Zhang, L. and Guo, W.W. and Zhang, Z.H. and Datcu, M.",
TITLE = "Analyzing the Adversarial Robustness and Interpretability of Deep SAR
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NUMBER = "11",
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@article{bb160698,
AUTHOR = "Mikriukov, G. and Schwalbe, G. and Bade, K.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
Vision DNN Feature Spaces",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "5649-5699",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156559"}
@article{bb160699,
AUTHOR = "Bade, K. and Schwalbe, G. and Mikriukov, G.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
Vision DNN Feature Spaces",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "7511-7511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156559"}
Last update:May 3, 2026 at 17:51:13