@inproceedings{bb135500,
        AUTHOR = "Marcos, D. and Fong, R. and Lobry, S. and Flamary, R. and Courty, N. and Tuia, D.",
        TITLE = "Contextual Semantic Interpretability",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:351-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131569"}

@inproceedings{bb135501,
        AUTHOR = "Townsend, J. and Kasioumis, T. and Inakoshi, H.",
        TITLE = "ERIC: Extracting Relations Inferred from Convolutions",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:206-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131570"}

@inproceedings{bb135502,
        AUTHOR = "Galli, A. and Marrone, S. and Moscato, V. and Sansone, C.",
        TITLE = "Reliability of explainable Artificial Intelligence in Adversarial
Perturbation Scenarios",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "243-256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131571"}

@inproceedings{bb135503,
        AUTHOR = "Agarwal, C. and Nguyen, A.",
        TITLE = "Explaining Image Classifiers by Removing Input Features Using
Generative Models",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:101-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131572"}

@inproceedings{bb135504,
        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/pattern652exp1.html#TT131573"}

@inproceedings{bb135505,
        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/pattern652exp1.html#TT131574"}

@inproceedings{bb135506,
        AUTHOR = "Singh, M. and Kumari, N. and Mangla, P. and Sinha, A. and Balasubramanian, V.N. and Krishnamurthy, B.",
        TITLE = "Attributional Robustness Training Using Input-gradient Spatial
Alignment",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:515-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131575"}

@inproceedings{bb135507,
        AUTHOR = "Huang, S.J. and Peng, W.Q. and Jia, Z.W. and Tu, Z.W.",
        TITLE = "One-pixel Signature: Characterizing CNN Models for Backdoor Detection",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:326-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131576"}

@inproceedings{bb135508,
        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/pattern652exp1.html#TT131577"}

@inproceedings{bb135509,
        AUTHOR = "Li, Y.C. and Ji, R.R. and Lin, S.H. and Zhang, B.C. and Yan, C.Q. and Wu, Y.J. and Huang, F.Y. and Shao, L.",
        TITLE = "Interpretable Neural Network Decoupling",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XV:653-669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131578"}

@inproceedings{bb135510,
        AUTHOR = "Franchi, G. and Bursuc, A. and Aldea, E. and Dubuisson, S. and Bloch, I.",
        TITLE = "Tradi: Tracking Deep Neural Network Weight Distributions",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:105-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131579"}

@inproceedings{bb135511,
        AUTHOR = "Bhushan, C. and Yang, Z.Y. and Virani, N. and Iyer, N.",
        TITLE = "Variational Encoder-Based Reliable Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1941-1945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131580"}

@inproceedings{bb135512,
        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#TT131581"}

@inproceedings{bb135513,
        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#TT131582"}

@inproceedings{bb135514,
        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#TT131583"}

@inproceedings{bb135515,
        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#TT131584"}

@inproceedings{bb135516,
        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#TT131585"}

@inproceedings{bb135517,
        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#TT131586"}

@inproceedings{bb135518,
        AUTHOR = "Liang, H.Y. and Ouyang, Z.H. and Zeng, Y.Y. and Su, H. and He, Z. 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/pattern652exp1.html#TT131587"}

@inproceedings{bb135519,
        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#TT131588"}

@inproceedings{bb135520,
        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#TT131589"}

@inproceedings{bb135521,
        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/pattern652exp1.html#TT131590"}

@inproceedings{bb135522,
        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#TT131591"}

@inproceedings{bb135523,
        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#TT131592"}

@inproceedings{bb135524,
        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/pattern652exp1.html#TT131593"}

@inproceedings{bb135525,
        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/pattern652exp1.html#TT131594"}

@inproceedings{bb135526,
        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/pattern652exp1.html#TT131595"}

@inproceedings{bb135527,
        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#TT131596"}

@inproceedings{bb135528,
        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#TT131597"}

@inproceedings{bb135529,
        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#TT131597"}

@inproceedings{bb135530,
        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/pattern652exp1.html#TT131598"}

@inproceedings{bb135531,
        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/pattern652exp1.html#TT131599"}

@inproceedings{bb135532,
        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/pattern652exp1.html#TT131600"}

@inproceedings{bb135533,
        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/pattern652exp1.html#TT131601"}

@inproceedings{bb135534,
        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#TT131602"}

@inproceedings{bb135535,
        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#TT131603"}

@inproceedings{bb135536,
        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#TT131604"}

@inproceedings{bb135537,
        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#TT131605"}

@inproceedings{bb135538,
        AUTHOR = "Chattopadhay, A. and Sarkar, A. and Howlader, P. and Balasubramanian, V.N.",
        TITLE = "Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep
Convolutional Networks",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "839-847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131606"}

@inproceedings{bb135539,
        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#TT131607"}

@inproceedings{bb135540,
        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#TT131608"}

@inproceedings{bb135541,
        AUTHOR = "Desai, S. and Ramaswamy, H.G.",
        TITLE = "Ablation-CAM: Visual Explanations for Deep Convolutional Network via
Gradient-free Localization",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "972-980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131609"}

@inproceedings{bb135542,
        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#TT131610"}

@inproceedings{bb135543,
        AUTHOR = "Wu, T. and Song, X.",
        TITLE = "Towards Interpretable Object Detection by Unfolding Latent Structures",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6032-6042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131611"}

@inproceedings{bb135544,
        AUTHOR = "Sun, Y. and Ravi, S. and Singh, V.",
        TITLE = "Adaptive Activation Thresholding: Dynamic Routing Type Behavior for
Interpretability in Convolutional Neural Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4937-4946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131612"}

@inproceedings{bb135545,
        AUTHOR = "Michelini, P.N. and Liu, H. and Lu, Y. and Jiang, X.",
        TITLE = "A Tour of Convolutional Networks Guided by Linear Interpreters",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4752-4761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131613"}

@inproceedings{bb135546,
        AUTHOR = "Shoshan, A. and Mechrez, R. and Zelnik Manor, L.",
        TITLE = "Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis
Tasks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3214-3222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131614"}

@inproceedings{bb135547,
        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#TT131615"}

@inproceedings{bb135548,
        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#TT131616"}

@inproceedings{bb135549,
        AUTHOR = "Yin, B. and Tran, L. and Li, H. and Shen, X. and Liu, X.",
        TITLE = "Towards Interpretable Face Recognition",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9347-9356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131617"}

@inproceedings{bb135550,
        AUTHOR = "O'Neill, D. and Xue, B. and Zhang, M.",
        TITLE = "The Evolution of Adjacency Matrices for Sparsity of Connection in
DenseNets",
        BOOKTITLE = IVCNZ19,
        YEAR = "2019",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131618"}

@inproceedings{bb135551,
        AUTHOR = "Sulc, M. and Matas, J.G.",
        TITLE = "Improving CNN Classifiers by Estimating Test-Time Priors",
        BOOKTITLE = TASKCV19,
        YEAR = "2019",
        PAGES = "3220-3226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131619"}

@inproceedings{bb135552,
        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#TT131620"}

@inproceedings{bb135553,
        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#TT131621"}

@inproceedings{bb135554,
        AUTHOR = "Navarrete Michelini, P. and Liu, H. and Lu, Y. and Jiang, X.",
        TITLE = "Understanding Convolutional Networks Using Linear Interpreters -
Extended Abstract",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4186-4189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131622"}

@inproceedings{bb135555,
        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#TT131623"}

@inproceedings{bb135556,
        AUTHOR = "Lee, H. and Kim, H. and Nam, H.",
        TITLE = "SRM: A Style-Based Recalibration Module for Convolutional Neural
Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1854-1862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131624"}

@inproceedings{bb135557,
        AUTHOR = "Chen, R. and Chen, H. and Huang, G. and Ren, J. and Zhang, Q.",
        TITLE = "Explaining Neural Networks Semantically and Quantitatively",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9186-9195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131625"}

@inproceedings{bb135558,
        AUTHOR = "Stergiou, A. and Kapidis, G. and Kalliatakis, G. and Chrysoulas, C. and Poppe, R. and Veltkamp, R.",
        TITLE = "Class Feature Pyramids for Video Explanation",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4255-4264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131626"}

@inproceedings{bb135559,
        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#TT131627"}

@inproceedings{bb135560,
        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#TT131628"}

@inproceedings{bb135561,
        AUTHOR = "Yoon, J. and Kim, K. and Jang, J.",
        TITLE = "Propagated Perturbation of Adversarial Attack for well-known CNNs:
Empirical Study and its Explanation",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4226-4234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131629"}

@inproceedings{bb135562,
        AUTHOR = "Marcos, D. and Lobry, S. and Tuia, D.",
        TITLE = "Semantically Interpretable Activation Maps: what-where-how
explanations within CNNs",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4207-4215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131630"}

@inproceedings{bb135563,
        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#TT131631"}

@inproceedings{bb135564,
        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#TT131632"}

@inproceedings{bb135565,
        AUTHOR = "Iwana, B.K. and Kuroki, R. and Uchida, S.",
        TITLE = "Explaining Convolutional Neural Networks using Softmax Gradient
Layer-wise Relevance Propagation",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4176-4185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131633"}

@inproceedings{bb135566,
        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#TT131634"}

@inproceedings{bb135567,
        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#TT131635"}

@inproceedings{bb135568,
        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#TT131636"}

@inproceedings{bb135569,
        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#TT131637"}

@inproceedings{bb135570,
        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#TT131638"}

@inproceedings{bb135571,
        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#TT131639"}

@inproceedings{bb135572,
        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#TT131640"}

@inproceedings{bb135573,
        AUTHOR = "Zhang, Q.S. and Yang, Y. and Ma, H.T. and Wu, Y.N.",
        TITLE = "Interpreting CNNs via Decision Trees",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6254-6263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131641"}

@inproceedings{bb135574,
        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#TT131642"}

@inproceedings{bb135575,
        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#TT131643"}

@inproceedings{bb135576,
        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#TT131644"}

@inproceedings{bb135577,
        AUTHOR = "Rao, Z. and He, M. and Zhu, Z.",
        TITLE = "Input-Perturbation-Sensitivity for Performance Analysis of CNNS on
Image Recognition",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2496-2500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131645"}

@inproceedings{bb135578,
        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#TT131646"}

@inproceedings{bb135579,
        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#TT131647"}

@inproceedings{bb135580,
        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#TT131648"}

@inproceedings{bb135581,
        AUTHOR = "de la Calle, A. and Tovar, J. and Almazan, E.J.",
        TITLE = "Geometric Interpretation of CNNs' Last Layer",
        BOOKTITLE = "IbPRIA",
        PAGES = "I:137-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131649"}

@inproceedings{bb135582,
        AUTHOR = "Rio Torto, I. and Fernandes, K. and Teixeira, L.F.",
        TITLE = "Towards a Joint Approach to Produce Decisions and Explanations Using
CNNs",
        BOOKTITLE = "IbPRIA",
        PAGES = "I:3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131650"}

@inproceedings{bb135583,
        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#TT131651"}

@inproceedings{bb135584,
        AUTHOR = "Kamma, K. and Isoda, Y. and Inoue, S. and Wada, T.",
        TITLE = "Behavior-Based Compression for Convolutional Neural Networks",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:427-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131652"}

@inproceedings{bb135585,
        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#TT131653"}

@inproceedings{bb135586,
        AUTHOR = "Gu, J.D. and Yang, Y.C. and Tresp, V.",
        TITLE = "Understanding Individual Decisions of CNNs via Contrastive
Backpropagation",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "III:119-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT131654"}

@inproceedings{bb135587,
        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#TT131655"}

@inproceedings{bb135588,
        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#TT131656"}

@inproceedings{bb135589,
        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#TT131657"}

@inproceedings{bb135590,
        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#TT131658"}

@inproceedings{bb135591,
        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#TT131659"}

@inproceedings{bb135592,
        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#TT131660"}

@inproceedings{bb135593,
        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#TT131661"}

@inproceedings{bb135594,
        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#TT131662"}

@inproceedings{bb135595,
        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#TT131663"}

@inproceedings{bb135596,
        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#TT131664"}

@inproceedings{bb135597,
        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#TT131665"}

@inproceedings{bb135598,
        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#TT131666"}

@inproceedings{bb135599,
        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#TT131667"}

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