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        AUTHOR = "Lee, J. and Al Regib, G.",
        TITLE = "Gradients as a Measure of Uncertainty in Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2416-2420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155662"}

@inproceedings{bb159801,
        AUTHOR = "Sun, Y. and Prabhushankar, M. and Al Regib, G.",
        TITLE = "Implicit Saliency In Deep Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2915-2919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155663"}

@inproceedings{bb159802,
        AUTHOR = "Prabhushankar, M. and Kwon, G. and Temel, D. and Al Regib, G.",
        TITLE = "Contrastive Explanations In Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3289-3293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155664"}

@inproceedings{bb159803,
        AUTHOR = "Tao, X.Y. and Chang, X.Y. and Hong, X.P. and Wei, X. and Gong, Y.H.",
        TITLE = "Topology-preserving Class-incremental Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIX:254-270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155665"}

@inproceedings{bb159804,
        AUTHOR = "Yuan, K. and Li, Q.Q. and Shao, J. and Yan, J.J.",
        TITLE = "Learning Connectivity of Neural Networks from a Topological Perspective",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXI:737-753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155666"}

@inproceedings{bb159805,
        AUTHOR = "Bau, D. and Liu, S. and Wang, T.Z. and Zhu, J.Y. and Torralba, A.B.",
        TITLE = "Rewriting a Deep Generative Model",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:351-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155667"}

@inproceedings{bb159806,
        AUTHOR = "Chen, S. and Jiang, M. and Yang, J.H. and Zhao, Q.",
        TITLE = "AiR: Attention with Reasoning Capability",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:91-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155668"}

@inproceedings{bb159807,
        AUTHOR = "Ding, Y.K. and Liu, J.L. and Xiong, J.J. and Shi, Y.Y.",
        TITLE = "Revisiting the Evaluation of Uncertainty Estimation and Its
Application to Explore Model Complexity-Uncertainty Trade-Off",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "22-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155669"}

@inproceedings{bb159808,
        AUTHOR = "Yang, Z.X. and Zhu, L.C. and Wu, Y. and Yang, Y.",
        TITLE = "Gated Channel Transformation for Visual Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11791-11800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155670"}

@inproceedings{bb159809,
        AUTHOR = "Xu, S. and Venugopalan, S. and Sundararajan, M.",
        TITLE = "Attribution in Scale and Space",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9677-9686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155671"}

@inproceedings{bb159810,
        AUTHOR = "Ramanujan, V. and Wortsman, M. and Kembhavi, A. and Farhadi, A. and Rastegari, M.",
        TITLE = "What's Hidden in a Randomly Weighted Neural Network?",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11890-11899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155672"}

@inproceedings{bb159811,
        AUTHOR = "Bansal, N. and Agarwal, C. and Nguyen, A.",
        TITLE = "SAM: The Sensitivity of Attribution Methods to Hyperparameters",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8670-8680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155673"}

@inproceedings{bb159812,
        AUTHOR = "Nguyen, A. and Agarwal, C. and Bansal, N.",
        TITLE = "SAM: The Sensitivity of Attribution Methods to Hyperparameters",
        BOOKTITLE = TCV20,
        YEAR = "2020",
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@inproceedings{bb159813,
        AUTHOR = "Kim, E. and Gopinath, D. and Pasareanu, C. and Seshia, S.A.",
        TITLE = "A Programmatic and Semantic Approach to Explaining and Debugging
Neural Network Based Object Detectors",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11125-11134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155674"}

@inproceedings{bb159814,
        AUTHOR = "Jalwana, M.A.A.K. and Akhtar, N. and Bennamoun, M. and Mian, A.",
        TITLE = "Attack to Explain Deep Representation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9540-9549",
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@inproceedings{bb159815,
        AUTHOR = "Koperski, M. and Konopczynski, T. and Nowak, R. and Semberecki, P. and Trzcinski, T.",
        TITLE = "Plugin Networks for Inference under Partial Evidence",
        BOOKTITLE = WACV20,
        YEAR = "2020",
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@inproceedings{bb159816,
        AUTHOR = "Chen, L. and Chen, J. and Hajimirsadeghi, H. and Mori, G.",
        TITLE = "Adapting Grad-CAM for Embedding Networks",
        BOOKTITLE = WACV20,
        YEAR = "2020",
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@inproceedings{bb159817,
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        TITLE = "Class-incremental Learning via Deep Model Consolidation",
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@inproceedings{bb159818,
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Model Explanations",
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@inproceedings{bb159819,
        AUTHOR = "Gkalelis, N. and Mezaris, V.",
        TITLE = "Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep
Network Training for Multimedia Classification",
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@inproceedings{bb159820,
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@inproceedings{bb159821,
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        YEAR = "2019",
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@inproceedings{bb159822,
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@inproceedings{bb159823,
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@inproceedings{bb159824,
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@inproceedings{bb159825,
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@inproceedings{bb159826,
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@inproceedings{bb159827,
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        TITLE = "OpenVINO Deep Learning Workbench: Comprehensive Analysis and Tuning
of Neural Networks Inference",
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@inproceedings{bb159828,
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@inproceedings{bb159829,
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@inproceedings{bb159830,
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@inproceedings{bb159831,
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        TITLE = "End-To-End Interpretable Neural Motion Planner",
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@inproceedings{bb159832,
        AUTHOR = "Blanchard, N. and Kinnison, J. and RichardWebster, B. and Bashivan, P. and Scheirer, W.J.",
        TITLE = "A Neurobiological Evaluation Metric for Neural Network Model Search",
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@inproceedings{bb159833,
        AUTHOR = "Yu, L. and Yazici, V.O. and Liu, X.L. and van de Weijer, J. and Cheng, Y.M. and Ramisa, A.",
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@inproceedings{bb159834,
        AUTHOR = "Ye, J.W. and Ji, Y.X. and Wang, X.C. and Ou, K. and Tao, D.P. and Song, M.L.",
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        BOOKTITLE = CVPR19,
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@inproceedings{bb159835,
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@inproceedings{bb159836,
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        TITLE = "NetTailor: Tuning the Architecture, Not Just the Weights",
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@inproceedings{bb159837,
        AUTHOR = "Stergiou, A. and Kapidis, G. and Kalliatakis, G. and Chrysoulas, C. and Veltkamp, R. and Poppe, R.",
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@inproceedings{bb159838,
        AUTHOR = "Chen, Y. and Saporta, A. and Dapogny, A. and Cord, M.",
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        BOOKTITLE = ICIP19,
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@inproceedings{bb159839,
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@inproceedings{bb159840,
        AUTHOR = "Buhrmester, V. and Munch, D. and Bulatov, D. and Arens, M.",
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@inproceedings{bb159841,
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@inproceedings{bb159842,
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@inproceedings{bb159843,
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@inproceedings{bb159844,
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        BOOKTITLE = Cognitive18,
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@inproceedings{bb159845,
        AUTHOR = "Kanbak, C. and Moosavi Dezfooli, S.M. and Frossard, P.",
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@inproceedings{bb159846,
        AUTHOR = "Fawzi, A. and Moosavi Dezfooli, S.M. and Frossard, P. and Soatto, S.",
        TITLE = "Empirical Study of the Topology and Geometry of Deep Networks",
        BOOKTITLE = CVPR18,
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@inproceedings{bb159847,
        AUTHOR = "Zhang, Z.M. and Wu, Y.W. and Wang, G.H.",
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@inproceedings{bb159848,
        AUTHOR = "Palacio, S. and Folz, J. and Hees, J. and Raue, F. and Borth, D. and Dengel, A.",
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        BOOKTITLE = CVPR18,
        YEAR = "2018",
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@inproceedings{bb159849,
        AUTHOR = "Aodha, O.M. and Su, S. and Chen, Y. and Perona, P. and Yue, Y.",
        TITLE = "Teaching Categories to Human Learners with Visual Explanations",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3820-3828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155710"}

@inproceedings{bb159850,
        AUTHOR = "Fong, R. and Vedaldi, A.",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155711"}

@inproceedings{bb159851,
        AUTHOR = "Mascharka, D. and Tran, P. and Soklaski, R. and Majumdar, A.",
        TITLE = "Transparency by Design: Closing the Gap Between Performance and
Interpretability in Visual Reasoning",
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        PAGES = "4942-4950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155712"}

@inproceedings{bb159852,
        AUTHOR = "Wang, Y. and Su, H. and Zhang, B. and Hu, X.",
        TITLE = "Interpret Neural Networks by Identifying Critical Data Routing Paths",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8906-8914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155713"}

@inproceedings{bb159853,
        AUTHOR = "Dong, Y.P. and Su, H. and Zhu, J. and Zhang, B.",
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@inproceedings{bb159854,
        AUTHOR = "Bau, D. and Zhou, B. and Khosla, A. and Oliva, A. and Torralba, A.B.",
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@inproceedings{bb159855,
        AUTHOR = "Hu, R.H. and Andreas, J. and Darrell, T.J. and Saenko, K.",
        TITLE = "Explainable Neural Computation via Stack Neural Module Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 55-71",
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@inproceedings{bb159856,
        AUTHOR = "Rupprecht, C. and Laina, I. and Navab, N. and Hager, G.D. and Tombari, F.",
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@inproceedings{bb159857,
        AUTHOR = "Khan, S.H. and Hayat, M. and Porikli, F.M.",
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        YEAR = "2017",
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@inproceedings{bb159858,
        AUTHOR = "Worrall, D.E. and Garbin, S.J. and Turmukhambetov, D. and Brostow, G.J.",
        TITLE = "Interpretable Transformations with Encoder-Decoder Networks",
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        YEAR = "2017",
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@article{bb159859,
        AUTHOR = "Mopuri, K.R. and Garg, U. and Babu, R.V.",
        TITLE = "CNN Fixations: An Unraveling Approach to Visualize the Discriminative
Image Regions",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2116-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155720"}

@article{bb159860,
        AUTHOR = "Kuo, C.C.J. and Zhang, M. and Li, S.Y. and Duan, J.L. and Chen, Y.",
        TITLE = "Interpretable convolutional neural networks via feedforward design",
        JOURNAL = JVCIR,
        VOLUME = "60",
        YEAR = "2019",
        PAGES = "346-359",
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@inproceedings{bb159861,
        AUTHOR = "Chen, Y. and Yang, Y. and Wang, W. and Kuo, C.C.J.",
        TITLE = "Ensembles of Feedforward-Designed Convolutional Neural Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
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@inproceedings{bb159862,
        AUTHOR = "Chen, Y. and Yang, Y. and Zhang, M. and Kuo, C.C.J.",
        TITLE = "Semi-Supervised Learning Via Feedforward-Designed Convolutional
Neural Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "365-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155723"}

@article{bb159863,
        AUTHOR = "Li, H. and Tian, Y.K. and Mueller, K. and Chen, X.",
        TITLE = "Beyond saliency: Understanding convolutional neural networks from
saliency prediction on layer-wise relevance propagation",
        JOURNAL = IVC,
        VOLUME = "83-84",
        YEAR = "2019",
        PAGES = "70-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155724"}

@article{bb159864,
        AUTHOR = "Cao, C.S. and Huang, Y.Z. and Yang, Y. and Wang, L. and Wang, Z.L. and Tan, T.N.",
        TITLE = "Feedback Convolutional Neural Network for Visual Localization and
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1627-1640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155725"}

@article{bb159865,
        AUTHOR = "Cui, X.R. and Wang, D. and Wang, Z.J.",
        TITLE = "Multi-Scale Interpretation Model for Convolutional Neural Networks:
Building Trust Based on Hierarchical Interpretation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2263-2276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155726"}

@article{bb159866,
        AUTHOR = "Wang, W. and Zhu, L.Q. and Guo, B.Q.",
        TITLE = "Reliable identification of redundant kernels for convolutional neural
network compression",
        JOURNAL = JVCIR,
        VOLUME = "63",
        YEAR = "2019",
        PAGES = "102582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155727"}

@article{bb159867,
        AUTHOR = "Aich, S. and Yamazaki, M. and Taniguchi, Y. and Stavness, I.",
        TITLE = "Multi-Scale Weight Sharing Network for Image Recognition",
        JOURNAL = PRL,
        VOLUME = "131",
        YEAR = "2020",
        PAGES = "348-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155728"}

@article{bb159868,
        AUTHOR = "Saraee, E. and Jalal, M. and Betke, M.",
        TITLE = "Visual complexity analysis using deep intermediate-layer features",
        JOURNAL = CVIU,
        VOLUME = "195",
        YEAR = "2020",
        PAGES = "102949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155729"}

@article{bb159869,
        AUTHOR = "Xie, L. and Lee, F. and Liu, L. and Yin, Z. and Chen, Q.",
        TITLE = "Hierarchical Coding of Convolutional Features for Scene Recognition",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1182-1192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155730"}

@article{bb159870,
        AUTHOR = "Selvaraju, R.R. and Cogswell, M. and Das, A. and Vedantam, R. and Parikh, D. and Batra, D.",
        TITLE = "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based
Localization",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "336-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155731"}

@inproceedings{bb159871,
        AUTHOR = "Batra, D. and Parikh, D. and Vedantam, R. and Das, A. and Cogswell, M. and Selvaraju, R.R.",
        TITLE = "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based
Localization",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "618-626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155731"}

@article{bb159872,
        AUTHOR = "Rafegas, I. and Vanrell, M. and Alexandre, L.A. and Arias, G.",
        TITLE = "Understanding trained CNNs by indexing neuron selectivity",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "318-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155732"}

@article{bb159873,
        AUTHOR = "Cui, X.R. and Wang, D. and Wang, Z.J.",
        TITLE = "Feature-Flow Interpretation of Deep Convolutional Neural Networks",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1847-1861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155733"}

@article{bb159874,
        AUTHOR = "Shi, X. and Xing, F. and Xu, K. and Chen, P. and Liang, Y. and Lu, Z. and Guo, Z.",
        TITLE = "Loss-Based Attention for Interpreting Image-Level Prediction of
Convolutional Neural Networks",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "1662-1675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155734"}

@article{bb159875,
        AUTHOR = "Gu, R. and Wang, G.T. and Song, T. and Huang, R. and Aertsen, M. and Deprest, J. and Ourselin, S. and Vercauteren, T. and Zhang, S.T.",
        TITLE = "CA-Net: Comprehensive Attention Convolutional Neural Networks for
Explainable Medical Image Segmentation",
        JOURNAL = MedImg,
        VOLUME = "40",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "699-711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155735"}

@article{bb159876,
        AUTHOR = "Shin, S. and Kim, Y.J. and Yoon, J.W.",
        TITLE = "A new approach to training more interpretable model with additional
segmentation",
        JOURNAL = PRL,
        VOLUME = "152",
        YEAR = "2021",
        PAGES = "188-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155736"}

@article{bb159877,
        AUTHOR = "Feng, Z.P. and Zhu, M.Z. and Stankovic, L. and Ji, H.B.",
        TITLE = "Self-Matching CAM: A Novel Accurate Visual Explanation of CNNs for
SAR Image Interpretation",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155737"}

@article{bb159878,
        AUTHOR = "Wang, D. and Cui, X.R. and Chen, X. and Ward, R. and Wang, Z.J.",
        TITLE = "Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical
Inference",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6701-6714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155738"}

@article{bb159879,
        AUTHOR = "Zhang, Q.S. and Wang, X. and Wu, Y.N. and Zhou, H.L. and Zhu, S.C.",
        TITLE = "Interpretable CNNs for Object Classification",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3416-3431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155739"}

@article{bb159880,
        AUTHOR = "Zhang, Q.S. and Wang, X. and Cao, R.M. and Wu, Y.N. and Shi, F. and Zhu, S.C.",
        TITLE = "Extraction of an Explanatory Graph to Interpret a CNN",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3863-3877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155740"}

@article{bb159881,
        AUTHOR = "Cheng, L. and Fang, P.F. and Liang, Y.J. and Zhang, L. and Shen, C.H. and Wang, H.Z.",
        TITLE = "TSGB: Target-Selective Gradient Backprop for Probing CNN Visual
Saliency",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "2529-2540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155741"}

@article{bb159882,
        AUTHOR = "Muddamsetty, S.M. and Jahromi, M.N.S. and Ciontos, A.E. and Fenoy, L.M. and Moeslund, T.B.",
        TITLE = "Visual explanation of black-box model:
Similarity Difference and Uniqueness (SIDU) method",
        JOURNAL = PR,
        VOLUME = "127",
        YEAR = "2022",
        PAGES = "108604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155742"}

@article{bb159883,
        AUTHOR = "Huang, Z.L. and Yao, X. and Liu, Y. and Dumitru, C.O. and Datcu, M. and Han, J.W.",
        TITLE = "Physically explainable CNN for SAR image classification",
        JOURNAL = PandRS,
        VOLUME = "190",
        YEAR = "2022",
        PAGES = "25-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155743"}

@article{bb159884,
        AUTHOR = "Yuan, H. and Cai, L. and Hu, X. and Wang, J. and Ji, S.W.",
        TITLE = "Interpreting Image Classifiers by Generating Discrete Masks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2019-2030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155744"}

@article{bb159885,
        AUTHOR = "Shi, R. and Li, T.X. and Yamaguchi, Y.S.",
        TITLE = "Output-targeted baseline for neuron attribution calculation",
        JOURNAL = IVC,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "104516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155745"}

@article{bb159886,
        AUTHOR = "Guo, X.P. and Hou, B. and Wu, Z.T. and Ren, B. and Wang, S. and Jiao, L.C.",
        TITLE = "Prob-POS: A Framework for Improving Visual Explanations from
Convolutional Neural Networks for Remote Sensing Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155746"}

@article{bb159887,
        AUTHOR = "Bohle, M. and Fritz, M. and Schiele, B.",
        TITLE = "Optimising for Interpretability:
Convolutional Dynamic Alignment Networks",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7625-7638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155747"}

@article{bb159888,
        AUTHOR = "Hu, K.W. and Gao, J. and Mao, F.Y. and Song, X.H. and Cheng, L.C. and Feng, Z.L. and Song, M.L.",
        TITLE = "Disassembling Convolutional Segmentation Network",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1741-1760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155748"}

@article{bb159889,
        AUTHOR = "Li, J. and Zhang, D.B. and Meng, B. and Li, Y.X. and Luo, L.",
        TITLE = "FIMF score-CAM: Fast score-CAM based on local multi-feature
integration for visual interpretation of CNNS",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "761-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155749"}

@article{bb159890,
        AUTHOR = "Cheng, M.M. and Jiang, P.T. and Han, L.H. and Wang, L. and Torr, P.H.S.",
        TITLE = "Deeply Explain CNN Via Hierarchical Decomposition",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1091-1105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155750"}

@article{bb159891,
        AUTHOR = "Bohle, M. and Singh, N. and Fritz, M. and Schiele, B.",
        TITLE = "B-Cos Alignment for Inherently Interpretable CNNs and Vision
Transformers",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4504-4518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155751"}

@article{bb159892,
        AUTHOR = "Islam, M.A. and Kowal, M. and Jia, S. and Derpanis, K.G. and Bruce, N.D.B.",
        TITLE = "Position, Padding and Predictions:
A Deeper Look at Position Information in CNNs",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3889-3910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155752"}

@inproceedings{bb159893,
        AUTHOR = "Islam, M.A. and Kowal, M. and Jia, S. and Derpanis, K.G. and Bruce, N.D.B.",
        TITLE = "Global Pooling, More than Meets the Eye:
Position Information is Encoded Channel-Wise in CNNs",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "773-781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155753"}

@article{bb159894,
        AUTHOR = "Li, Y.S. and Liang, H.J. and Yu, R.",
        TITLE = "BI-CAM: Generating Explanations for Deep Neural Networks Using
Bipolar Information",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "568-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155754"}

@article{bb159895,
        AUTHOR = "Tang, J.C. and Kang, Q. and Zhou, M.C. and Yin, H. and Yao, S.",
        TITLE = "MemeNet: Toward a Reliable Local Projection for Image Recognition via
Semantic Featurization",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1670-1682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155755"}

@article{bb159896,
        AUTHOR = "Kim, S. and Chae, D.K.",
        TITLE = "What Does a Model Really Look at?: Extracting Model-Oriented Concepts
for Explaining Deep Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4612-4624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155756"}

@article{bb159897,
        AUTHOR = "Rodrigues, C.M. and Boutry, N. and Najman, L.",
        TITLE = "Transforming gradient-based techniques into interpretable methods",
        JOURNAL = PRL,
        VOLUME = "184",
        YEAR = "2024",
        PAGES = "66-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155757"}

@inproceedings{bb159898,
        AUTHOR = "Mitra, S. and Sukul, A. and Roy, S.K. and Singh, P. and Verma, V.K.",
        TITLE = "ScoreCAM++: Gated Score-Weighted Visual Explanations for CNNs",
        BOOKTITLE = XAI4CV25,
        YEAR = "2025",
        PAGES = "2691-2700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155758"}

@inproceedings{bb159899,
        AUTHOR = "Jiang, M.Q. and Khorram, S. and Fuxin, L.",
        TITLE = "Comparing the Decision-Making Mechanisms by Transformers and CNNs via
Explanation Methods",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9546-9555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155759"}