@inproceedings{bb155700,
        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#TT151615"}

@inproceedings{bb155701,
        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#TT151616"}

@inproceedings{bb155702,
        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#TT151617"}

@inproceedings{bb155703,
        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#TT151618"}

@inproceedings{bb155704,
        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#TT151619"}

@inproceedings{bb155705,
        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#TT151620"}

@inproceedings{bb155706,
        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#TT151621"}

@inproceedings{bb155707,
        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#TT151622"}

@inproceedings{bb155708,
        AUTHOR = "Nguyen, A. and Agarwal, C. and Bansal, N.",
        TITLE = "SAM: The Sensitivity of Attribution Methods to Hyperparameters",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "11-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151622"}

@inproceedings{bb155709,
        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#TT151623"}

@inproceedings{bb155710,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151624"}

@inproceedings{bb155711,
        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",
        PAGES = "2872-2880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151625"}

@inproceedings{bb155712,
        AUTHOR = "Chen, L. and Chen, J. and Hajimirsadeghi, H. and Mori, G.",
        TITLE = "Adapting Grad-CAM for Embedding Networks",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2783-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151626"}

@inproceedings{bb155713,
        AUTHOR = "Zhang, J. and Zhang, J. and Ghosh, S. and Li, D. and Tasci, S. and Heck, L. and Zhang, H. and Kuo, C.C.J.",
        TITLE = "Class-incremental Learning via Deep Model Consolidation",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1120-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151627"}

@inproceedings{bb155714,
        AUTHOR = "Vasu, B. and Long, C.",
        TITLE = "Iterative and Adaptive Sampling with Spatial Attention for Black-Box
Model Explanations",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2949-2958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151628"}

@inproceedings{bb155715,
        AUTHOR = "Gkalelis, N. and Mezaris, V.",
        TITLE = "Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep
Network Training for Multimedia Classification",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "I:227-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151629"}

@inproceedings{bb155716,
        AUTHOR = "Subramanya, A. and Pillai, V. and Pirsiavash, H.",
        TITLE = "Fooling Network Interpretation in Image Classification",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2020-2029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151630"}

@inproceedings{bb155717,
        AUTHOR = "Liang, M. and Palado, G. and Browne, W.N.",
        TITLE = "Identifying Simple Shapes to Classify the Big Picture",
        BOOKTITLE = IVCNZ19,
        YEAR = "2019",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151631"}

@inproceedings{bb155718,
        AUTHOR = "Huang, J. and Qu, L. and Jia, R. and Zhao, B.",
        TITLE = "O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural
Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3325-3333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151632"}

@inproceedings{bb155719,
        AUTHOR = "Konuk, E. and Smith, K.",
        TITLE = "An Empirical Study of the Relation Between Network Architecture and
Complexity",
        BOOKTITLE = Preregister19,
        YEAR = "2019",
        PAGES = "4597-4599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151633"}

@inproceedings{bb155720,
        AUTHOR = "Iqbal, A. and Gall, J.",
        TITLE = "Level Selector Network for Optimizing Accuracy-Specificity Trade-Offs",
        BOOKTITLE = HVU19,
        YEAR = "2019",
        PAGES = "1466-1473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151634"}

@inproceedings{bb155721,
        AUTHOR = "Kang, S. and Jung, H. and Lee, S.",
        TITLE = "Interpreting Undesirable Pixels for Image Classification on Black-Box
Models",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4250-4254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151635"}

@inproceedings{bb155722,
        AUTHOR = "Zhuang, J. and Dvornek, N.C. and Li, X. and Yang, J. and Duncan, J.",
        TITLE = "Decision explanation and feature importance for invertible networks",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4235-4239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151636"}

@inproceedings{bb155723,
        AUTHOR = "Graziani, M. and Muller, H. and Andrearczyk, V. and Graziani, M. and Muller, H. and Andrearczyk, V.",
        TITLE = "Interpreting Intentionally Flawed Models with Linear Probes",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "743-747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151637"}

@inproceedings{bb155724,
        AUTHOR = "Demidovskij, A. and Gorbachev, Y. and Fedorov, M. and Slavutin, I. and Tugarev, A. and Fatekhov, M. and Tarkan, Y.",
        TITLE = "OpenVINO Deep Learning Workbench: Comprehensive Analysis and Tuning
of Neural Networks Inference",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "783-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151638"}

@inproceedings{bb155725,
        AUTHOR = "Lazarow, J. and Jin, L. and Tu, Z.",
        TITLE = "Introspective Neural Networks for Generative Modeling",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2793-2802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT151639"}

@inproceedings{bb155726,
        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#TT151640"}

@inproceedings{bb155727,
        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#TT151641"}

@inproceedings{bb155728,
        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#TT151642"}

@inproceedings{bb155729,
        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#TT151643"}

@inproceedings{bb155730,
        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#TT151644"}

@inproceedings{bb155731,
        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#TT151645"}

@inproceedings{bb155732,
        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#TT151646"}

@inproceedings{bb155733,
        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#TT151647"}

@inproceedings{bb155734,
        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#TT151648"}

@inproceedings{bb155735,
        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#TT151649"}

@inproceedings{bb155736,
        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#TT151650"}

@inproceedings{bb155737,
        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#TT151651"}

@inproceedings{bb155738,
        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#TT151652"}

@inproceedings{bb155739,
        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#TT151653"}

@inproceedings{bb155740,
        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#TT151654"}

@inproceedings{bb155741,
        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#TT151655"}

@inproceedings{bb155742,
        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#TT151656"}

@inproceedings{bb155743,
        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#TT151657"}

@inproceedings{bb155744,
        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#TT151658"}

@inproceedings{bb155745,
        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#TT151659"}

@inproceedings{bb155746,
        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#TT151660"}

@inproceedings{bb155747,
        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#TT151661"}

@inproceedings{bb155748,
        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#TT151662"}

@inproceedings{bb155749,
        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#TT151663"}

@inproceedings{bb155750,
        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#TT151664"}

@inproceedings{bb155751,
        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#TT151665"}

@inproceedings{bb155752,
        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#TT151666"}

@inproceedings{bb155753,
        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#TT151667"}

@inproceedings{bb155754,
        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#TT151668"}

@inproceedings{bb155755,
        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#TT151669"}

@article{bb155756,
        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#TT151670"}

@article{bb155757,
        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#TT151671"}

@inproceedings{bb155758,
        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#TT151672"}

@inproceedings{bb155759,
        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#TT151673"}

@article{bb155760,
        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#TT151674"}

@article{bb155761,
        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#TT151675"}

@article{bb155762,
        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#TT151676"}

@article{bb155763,
        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#TT151677"}

@article{bb155764,
        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#TT151678"}

@article{bb155765,
        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#TT151679"}

@article{bb155766,
        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#TT151680"}

@article{bb155767,
        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#TT151681"}

@inproceedings{bb155768,
        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#TT151681"}

@article{bb155769,
        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#TT151682"}

@article{bb155770,
        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#TT151683"}

@article{bb155771,
        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#TT151684"}

@article{bb155772,
        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#TT151685"}

@article{bb155773,
        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#TT151686"}

@article{bb155774,
        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#TT151687"}

@article{bb155775,
        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#TT151688"}

@article{bb155776,
        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#TT151689"}

@article{bb155777,
        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#TT151690"}

@article{bb155778,
        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#TT151691"}

@article{bb155779,
        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#TT151692"}

@article{bb155780,
        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#TT151693"}

@article{bb155781,
        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#TT151694"}

@article{bb155782,
        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#TT151695"}

@article{bb155783,
        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#TT151696"}

@article{bb155784,
        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#TT151697"}

@article{bb155785,
        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#TT151698"}

@article{bb155786,
        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#TT151699"}

@article{bb155787,
        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#TT151700"}

@article{bb155788,
        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#TT151701"}

@article{bb155789,
        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#TT151702"}

@inproceedings{bb155790,
        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#TT151703"}

@article{bb155791,
        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#TT151704"}

@article{bb155792,
        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#TT151705"}

@article{bb155793,
        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#TT151706"}

@article{bb155794,
        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#TT151707"}

@inproceedings{bb155795,
        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#TT151708"}

@inproceedings{bb155796,
        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#TT151709"}

@inproceedings{bb155797,
        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#TT151710"}

@inproceedings{bb155798,
        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#TT151711"}

@inproceedings{bb155799,
        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#TT151712"}

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