@inproceedings{bb153700,
        AUTHOR = "Ren, J. and Li, Z. and Yang, J.C. and Xu, N. and Yang, T. and Foran, D.J.",
        TITLE = "EIGEN: Ecologically-Inspired GENetic Approach for Neural Network
Structure Searching From Scratch",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9051-9060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149615"}

@inproceedings{bb153701,
        AUTHOR = "Liang, X.D.",
        TITLE = "Learning Personalized Modular Network Guided by Structured Knowledge",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8936-8944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149616"}

@inproceedings{bb153702,
        AUTHOR = "Zeng, W.Y. and Luo, W.J. and Suo, S. and Sadat, A. and Yang, B. and Casas, S. and Urtasun, R.",
        TITLE = "End-To-End Interpretable Neural Motion Planner",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8652-8661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149617"}

@inproceedings{bb153703,
        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",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5399-5408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149618"}

@inproceedings{bb153704,
        AUTHOR = "Yu, L. and Yazici, V.O. and Liu, X.L. and van de Weijer, J. and Cheng, Y.M. and Ramisa, A.",
        TITLE = "Learning Metrics From Teachers: Compact Networks for Image Embedding",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2902-2911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149619"}

@inproceedings{bb153705,
        AUTHOR = "Ye, J.W. and Ji, Y.X. and Wang, X.C. and Ou, K. and Tao, D.P. and Song, M.L.",
        TITLE = "Student Becoming the Master: Knowledge Amalgamation for Joint Scene
Parsing, Depth Estimation, and More",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2824-2833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149620"}

@inproceedings{bb153706,
        AUTHOR = "Orekondy, T. and Schiele, B. and Fritz, M.",
        TITLE = "Knockoff Nets: Stealing Functionality of Black-Box Models",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4949-4958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149621"}

@inproceedings{bb153707,
        AUTHOR = "Morgado, P. and Vasconcelos, N.M.",
        TITLE = "NetTailor: Tuning the Architecture, Not Just the Weights",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3039-3049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149622"}

@inproceedings{bb153708,
        AUTHOR = "Stergiou, A. and Kapidis, G. and Kalliatakis, G. and Chrysoulas, C. and Veltkamp, R. and Poppe, R.",
        TITLE = "Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1830-1834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149623"}

@inproceedings{bb153709,
        AUTHOR = "Chen, Y. and Saporta, A. and Dapogny, A. and Cord, M.",
        TITLE = "Delving Deep into Interpreting Neural Nets with Piece-Wise Affine
Representation",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "609-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149624"}

@inproceedings{bb153710,
        AUTHOR = "Lee, J. and Kim, S.T. and Ro, Y.M.",
        TITLE = "Probenet: Probing Deep Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3821-3825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149625"}

@inproceedings{bb153711,
        AUTHOR = "Buhrmester, V. and Munch, D. and Bulatov, D. and Arens, M.",
        TITLE = "Evaluating the Impact of Color Information in Deep Neural Networks",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:302-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149626"}

@inproceedings{bb153712,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Backprojection for Training Feedforward Neural Networks in the Input
and Feature Spaces",
        BOOKTITLE = ICIAR20,
        YEAR = "2020",
        PAGES = "II:16-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149627"}

@inproceedings{bb153713,
        AUTHOR = "Tartaglione, E. and Grangetto, M.",
        TITLE = "Take a Ramble into Solution Spaces for Classification Problems in
Neural Networks",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:345-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149628"}

@inproceedings{bb153714,
        AUTHOR = "Yu, T. and Long, H. and Hopcroft, J.E.",
        TITLE = "Curvature-based Comparison of Two Neural Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "441-447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149629"}

@inproceedings{bb153715,
        AUTHOR = "Malakhova, K.",
        TITLE = "Representation of Categories in Filters of Deep Neural Networks",
        BOOKTITLE = Cognitive18,
        YEAR = "2018",
        PAGES = "2054-20542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149630"}

@inproceedings{bb153716,
        AUTHOR = "Kanbak, C. and Moosavi Dezfooli, S.M. and Frossard, P.",
        TITLE = "Geometric Robustness of Deep Networks: Analysis and Improvement",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4441-4449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149631"}

@inproceedings{bb153717,
        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,
        YEAR = "2018",
        PAGES = "3762-3770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149632"}

@inproceedings{bb153718,
        AUTHOR = "Zhang, Z.M. and Wu, Y.W. and Wang, G.H.",
        TITLE = "BPGrad: Towards Global Optimality in Deep Learning via Branch and
Pruning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3301-3309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149633"}

@inproceedings{bb153719,
        AUTHOR = "Palacio, S. and Folz, J. and Hees, J. and Raue, F. and Borth, D. and Dengel, A.",
        TITLE = "What do Deep Networks Like to See?",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3108-3117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149634"}

@inproceedings{bb153720,
        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#TT149635"}

@inproceedings{bb153721,
        AUTHOR = "Fong, R. and Vedaldi, A.",
        TITLE = "Net2Vec: Quantifying and Explaining How Concepts are Encoded by
Filters in Deep Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8730-8738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149636"}

@inproceedings{bb153722,
        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",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4942-4950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149637"}

@inproceedings{bb153723,
        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#TT149638"}

@inproceedings{bb153724,
        AUTHOR = "Dong, Y.P. and Su, H. and Zhu, J. and Zhang, B.",
        TITLE = "Improving Interpretability of Deep Neural Networks with Semantic
Information",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "975-983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149639"}

@inproceedings{bb153725,
        AUTHOR = "Bau, D. and Zhou, B. and Khosla, A. and Oliva, A. and Torralba, A.B.",
        TITLE = "Network Dissection:
Quantifying Interpretability of Deep Visual Representations",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3319-3327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149640"}

@inproceedings{bb153726,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149641"}

@inproceedings{bb153727,
        AUTHOR = "Rupprecht, C. and Laina, I. and Navab, N. and Hager, G.D. and Tombari, F.",
        TITLE = "Guide Me: Interacting with Deep Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8551-8561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149642"}

@inproceedings{bb153728,
        AUTHOR = "Khan, S.H. and Hayat, M. and Porikli, F.M.",
        TITLE = "Scene Categorization with Spectral Features",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5639-5649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149643"}

@inproceedings{bb153729,
        AUTHOR = "Worrall, D.E. and Garbin, S.J. and Turmukhambetov, D. and Brostow, G.J.",
        TITLE = "Interpretable Transformations with Encoder-Decoder Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5737-5746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT149644"}

@article{bb153730,
        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#TT149645"}

@article{bb153731,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149646"}

@inproceedings{bb153732,
        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",
        PAGES = "3796-3800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149647"}

@inproceedings{bb153733,
        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#TT149648"}

@article{bb153734,
        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#TT149649"}

@article{bb153735,
        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#TT149650"}

@article{bb153736,
        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#TT149651"}

@article{bb153737,
        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#TT149652"}

@article{bb153738,
        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#TT149653"}

@article{bb153739,
        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#TT149654"}

@article{bb153740,
        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#TT149655"}

@article{bb153741,
        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#TT149656"}

@inproceedings{bb153742,
        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#TT149656"}

@article{bb153743,
        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#TT149657"}

@article{bb153744,
        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#TT149658"}

@article{bb153745,
        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#TT149659"}

@article{bb153746,
        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#TT149660"}

@article{bb153747,
        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#TT149661"}

@article{bb153748,
        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#TT149662"}

@article{bb153749,
        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#TT149663"}

@article{bb153750,
        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#TT149664"}

@article{bb153751,
        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#TT149665"}

@article{bb153752,
        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#TT149666"}

@article{bb153753,
        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#TT149667"}

@article{bb153754,
        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#TT149668"}

@article{bb153755,
        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#TT149669"}

@article{bb153756,
        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#TT149670"}

@article{bb153757,
        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#TT149671"}

@article{bb153758,
        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#TT149672"}

@article{bb153759,
        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#TT149673"}

@article{bb153760,
        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#TT149674"}

@article{bb153761,
        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#TT149675"}

@article{bb153762,
        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#TT149676"}

@article{bb153763,
        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#TT149677"}

@inproceedings{bb153764,
        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#TT149678"}

@article{bb153765,
        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#TT149679"}

@article{bb153766,
        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#TT149680"}

@article{bb153767,
        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#TT149681"}

@article{bb153768,
        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#TT149682"}

@inproceedings{bb153769,
        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#TT149683"}

@inproceedings{bb153770,
        AUTHOR = "Alami, A. and Boumhidi, J. and Chakir, L.",
        TITLE = "Explainability in CNN based Deep Learning models for medical image
classification",
        BOOKTITLE = ISCV24,
        YEAR = "2024",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149684"}

@inproceedings{bb153771,
        AUTHOR = "Akpudo, U.E. and Yu, X.H. and Zhou, J. and Gao, Y.S.",
        TITLE = "NCAF: NTD-based Concept Activation Factorisation Framework for CNN
Explainability",
        BOOKTITLE = IVCNZ23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149685"}

@inproceedings{bb153772,
        AUTHOR = "Meynen, T. and Behzadi Khormouji, H. and Oramas, J.",
        TITLE = "Interpreting Convolutional Neural Networks by Explaining Their
Predictions",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1685-1689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149686"}

@inproceedings{bb153773,
        AUTHOR = "Sarkar, S. and Babu, A.R. and Mousavi, S. and Ghorbanpour, S. and Gundecha, V. and Guillen, A. and Luna, R. and Naug, A.",
        TITLE = "RL-CAM: Visual Explanations for Convolutional Networks using
Reinforcement Learning",
        BOOKTITLE = SAIAD23,
        YEAR = "2023",
        PAGES = "3861-3869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149687"}

@inproceedings{bb153774,
        AUTHOR = "Zee, T. and Lakshmana, M. and Nwogu, I.",
        TITLE = "Towards Understanding the Behaviors of Pretrained Compressed
Convolutional Models",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3450-3456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149688"}

@inproceedings{bb153775,
        AUTHOR = "Zheng, Q. and Wang, Z.W. and Zhou, J. and Lu, J.W.",
        TITLE = "Shap-CAM: Visual Explanations for Convolutional Neural Networks Based
on Shapley Value",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:459-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149689"}

@inproceedings{bb153776,
        AUTHOR = "Salama, A. and Adly, N. and Torki, M.",
        TITLE = "Ablation-CAM++: Grouped Recursive Visual Explanations for Deep
Convolutional Networks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2011-2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149690"}

@inproceedings{bb153777,
        AUTHOR = "Wu, Y.X. and Chen, C. and Che, J. and Pu, S.L.",
        TITLE = "FAM: Visual Explanations for the Feature Representations from Deep
Convolutional Networks",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10297-10306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149691"}

@inproceedings{bb153778,
        AUTHOR = "Yang, Y. and Kim, S. and Joo, J.",
        TITLE = "Explaining Deep Convolutional Neural Networks via Latent
Visual-Semantic Filter Attention",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8323-8333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149692"}

@inproceedings{bb153779,
        AUTHOR = "Gkartzonika, I. and Gkalelis, N. and Mezaris, V.",
        TITLE = "Learning Visual Explanations for DCNN-based Image Classifiers Using an
Attention Mechanism",
        BOOKTITLE = Scarce22,
        YEAR = "2022",
        PAGES = "396-411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149693"}

@inproceedings{bb153780,
        AUTHOR = "Gupta, A. and Sintorn, I.M.",
        TITLE = "Towards Better Guided Attention and Human Knowledge Insertion in Deep
Convolutional Neural Networks",
        BOOKTITLE = BioImage22,
        YEAR = "2022",
        PAGES = "437-453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149694"}

@inproceedings{bb153781,
        AUTHOR = "Uchiyama, T. and Sogi, N. and Niinuma, K. and Fukui, K.",
        TITLE = "Visually explaining 3D-CNN predictions for video classification with
an adaptive occlusion sensitivity analysis",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1513-1522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149695"}

@inproceedings{bb153782,
        AUTHOR = "Li, H. and Li, Z.H. and Ma, R. and Wu, T.",
        TITLE = "FD-CAM: Improving Faithfulness and Discriminability of Visual
Explanation for CNNs",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1300-1306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149696"}

@inproceedings{bb153783,
        AUTHOR = "Yadu, A. and Suhas, P.K. and Sinha, N.",
        TITLE = "Class Specific Interpretability in CNN Using Causal Analysis",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3702-3706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149697"}

@inproceedings{bb153784,
        AUTHOR = "Song, W. and Dai, S.Y. and Huang, D.M. and Song, J.L. and Antonio, L.",
        TITLE = "Median-Pooling Grad-Cam: An Efficient Inference Level Visual
Explanation for CNN Networks in Remote Sensing Image Classification",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "II:134-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149698"}

@inproceedings{bb153785,
        AUTHOR = "Lam, P.C.H. and Chu, L. and Torgonskiy, M. and Pei, J. and Zhang, Y. and Wang, L.",
        TITLE = "Finding Representative Interpretations on Convolutional Neural
Networks",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1325-1334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149699"}

@inproceedings{bb153786,
        AUTHOR = "Abello, A.A. and Hirata, R. and Wang, Z.Y.",
        TITLE = "Dissecting the High-Frequency Bias in Convolutional Neural Networks",
        BOOKTITLE = UG21,
        YEAR = "2021",
        PAGES = "863-871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149700"}

@inproceedings{bb153787,
        AUTHOR = "Jung, J.H. and Kwon, Y.M.",
        TITLE = "Boundaries of Single-Class Regions in the Input Space of Piece-Wise
Linear Neural Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6027-6034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149701"}

@inproceedings{bb153788,
        AUTHOR = "Liang, H.Y. and Ouyang, Z.H. and Zeng, Y.Y. and Su, H. and He, Z.H. and Xia, S.T. and Zhu, J. and Zhang, B.",
        TITLE = "Training Interpretable Convolutional Neural Networks by Differentiating
Class-specific Filters",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:622-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149702"}

@inproceedings{bb153789,
        AUTHOR = "Wang, Z. and Mardziel, P. and Datta, A. and Fredrikson, M.",
        TITLE = "Interpreting Interpretations:
Organizing Attribution Methods by Criteria",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "48-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149703"}

@inproceedings{bb153790,
        AUTHOR = "Wang, H. and Wu, X. and Huang, Z. and Xing, E.P.",
        TITLE = "High-Frequency Component Helps Explain the Generalization of
Convolutional Neural Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8681-8691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149704"}

@inproceedings{bb153791,
        AUTHOR = "Wu, W. and Su, Y. and Chen, X. and Zhao, S. and King, I. and Lyu, M.R. and Tai, Y.",
        TITLE = "Towards Global Explanations of Convolutional Neural Networks With
Concept Attribution",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8649-8658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149705"}

@inproceedings{bb153792,
        AUTHOR = "Wang, H. and Wang, Z. and Du, M. and Yang, F. and Zhang, Z. and Ding, S. and Mardziel, P. and Hu, X.",
        TITLE = "Score-CAM: Score-Weighted Visual Explanations for Convolutional
Neural Networks",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "111-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149706"}

@inproceedings{bb153793,
        AUTHOR = "Gorokhovatskyi, O. and Peredrii, O.",
        TITLE = "Recursive Division of Image for Explanation of Shallow CNN Models",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "274-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149707"}

@inproceedings{bb153794,
        AUTHOR = "Konforti, Y. and Shpigler, A. and Lerner, B. and Bar Hillel, A.",
        TITLE = "Inference Graphs for CNN Interpretation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:69-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149708"}

@inproceedings{bb153795,
        AUTHOR = "Rombach, R. and Esser, P. and Ommer, B.",
        TITLE = "Making Sense of CNNs:
Interpreting Deep Representations and Their Invariances with INNs",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:647-664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149709"}

@inproceedings{bb153796,
        AUTHOR = "Ye, J.W. and Ji, Y.X. and Wang, X.C. and Gao, X. and Song, M.L.",
        TITLE = "Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12513-12522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149710"}

@inproceedings{bb153797,
        AUTHOR = "Taylor, E. and Shekhar, S. and Taylor, G.W.",
        TITLE = "Response Time Analysis for Explainability of Visual Processing in
CNNs",
        BOOKTITLE = MVM20,
        YEAR = "2020",
        PAGES = "1555-1558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149711"}

@inproceedings{bb153798,
        AUTHOR = "Hartley, T. and Sidorov, K. and Willis, C. and Marshall, D.",
        TITLE = "Explaining Failure: Investigation of Surprise and Expectation in CNNs",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "56-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149712"}

@inproceedings{bb153799,
        AUTHOR = "Agarwal, A. and Singh, R. and Vatsa, M.",
        TITLE = "The Role of 'Sign' and 'Direction' of Gradient on the Performance of
CNN",
        BOOKTITLE = WMF20,
        YEAR = "2020",
        PAGES = "2748-2756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149713"}

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