Keith Price Bibliography Bibtex Entry (ANCHOR 159700 URL http://dx.doi.org/10.1109/CVPR52733.2024.01053 TYPE CONFERENCE PAGES 11072-11081 YEAR 2024 MONTH NIL BIBSOURCE http://www.visionbib.com/bibliography/pattern652exp1.html#TT155562 VOLUME NIL JOURNAL CVPR24 AUTHOR Chowdhury, T.F. and Liao, K. and Phan, V.M.H. and To, M.S. and Xie, Y.T. and Hung, K. and Ross, D. and van den Hengel, A.J. and Verjans, J.W. and Liao, Z.B. TITLE CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation)


@inproceedings{bb159700,
        AUTHOR = "Chowdhury, T.F. and Liao, K. and Phan, V.M.H. and To, M.S. and Xie, Y.T. and Hung, K. and Ross, D. and van den Hengel, A.J. and Verjans, J.W. and Liao, Z.B.",
        TITLE = "CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "11072-11081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155562"}

@inproceedings{bb159701,
        AUTHOR = "Dreyer, M. and Achtibat, R. and Samek, W. and Lapuschkin, S.",
        TITLE = "Understanding the (Extra-)Ordinary: Validating Deep Model Decisions
with Prototypical Concept-based Explanations",
        BOOKTITLE = SAIAD24,
        YEAR = "2024",
        PAGES = "3491-3501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155563"}

@inproceedings{bb159702,
        AUTHOR = "Ahmad, O. and Bereux, N. and Baret, L. and Hashemi, V. and Lecue, F.",
        TITLE = "Causal Analysis for Robust Interpretability of Neural Networks",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4673-4682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155564"}

@inproceedings{bb159703,
        AUTHOR = "Kuttichira, D.P. and Azam, B. and Verma, B. and Rahman, A. and Wang, L. and Sattar, A.",
        TITLE = "Neural Network Feature Explanation Using Neuron Activation Rate Based
Bipartite Graph",
        BOOKTITLE = IVCNZ23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155565"}

@inproceedings{bb159704,
        AUTHOR = "Jeon, G.Y. and Jeong, H. and Choi, J.",
        TITLE = "Beyond Single Path Integrated Gradients for Reliable Input
Attribution via Randomized Path Sampling",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2052-2061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155566"}

@inproceedings{bb159705,
        AUTHOR = "Huang, W. and Zhao, X.Y. and Jin, G. and Huang, X.W.",
        TITLE = "SAFARI: Versatile and Efficient Evaluations for Robustness of
Interpretability",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1988-1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155567"}

@inproceedings{bb159706,
        AUTHOR = "Dravid, A. and Gandelsman, Y. and Efros, A.A. and Shocher, A.",
        TITLE = "Rosetta Neurons: Mining the Common Units in a Model Zoo",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1934-1943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155568"}

@inproceedings{bb159707,
        AUTHOR = "Srivastava, D. and Oikarinen, T. and Weng, T.W.",
        TITLE = "Corrupting Neuron Explanations of Deep Visual Features",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1877-1886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155569"}

@inproceedings{bb159708,
        AUTHOR = "Wang, X. and Wang, Z.B. and Weng, H.Q. and Guo, H.C. and Zhang, Z.F. and Jin, L. and Wei, T. and Ren, K.",
        TITLE = "Counterfactual-based Saliency Map: Towards Visual Contrastive
Explanations for Neural Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2042-2051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155570"}

@inproceedings{bb159709,
        AUTHOR = "Barkan, O. and Elisha, Y. and Asher, Y. and Eshel, A. and Koenigstein, N.",
        TITLE = "Visual Explanations via Iterated Integrated Attributions",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2073-2084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155571"}

@inproceedings{bb159710,
        AUTHOR = "Wang, S.X. and Veldhuis, R. and Brune, C. and Strisciuglio, N.",
        TITLE = "What do neural networks learn in image classification? A frequency
shortcut perspective",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1433-1442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155572"}

@inproceedings{bb159711,
        AUTHOR = "Soelistyo, C.J. and Charras, G. and Lowe, A.R.",
        TITLE = "Virtual perturbations to assess explainability of deep-learning based
cell fate predictors",
        BOOKTITLE = BioIm23,
        YEAR = "2023",
        PAGES = "3973-3982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155573"}

@inproceedings{bb159712,
        AUTHOR = "Zhang, J.W. and Farnia, F.",
        TITLE = "MoreauGrad: Sparse and Robust Interpretation of Neural Networks via
Moreau Envelope",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2021-2030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155574"}

@inproceedings{bb159713,
        AUTHOR = "Huang, Q. and Xue, M.Q. and Huang, W.Q. and Zhang, H.F. and Song, J. and Jing, Y.C. and Song, M.L.",
        TITLE = "Evaluation and Improvement of Interpretability for Self-Explainable
Part-Prototype Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2011-2020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155575"}

@inproceedings{bb159714,
        AUTHOR = "Sicre, R. and Zhang, H. and Dejasmin, J. and Daaloul, C. and Ayache, S. and Artieres, T.",
        TITLE = "DP-Net: Learning Discriminative Parts for Image Recognition",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1230-1234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155576"}

@inproceedings{bb159715,
        AUTHOR = "Wang, F. and Kong, A.W.K.",
        TITLE = "A Practical Upper Bound for the Worst-Case Attribution Deviations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24616-24625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155577"}

@inproceedings{bb159716,
        AUTHOR = "Ravuri, S. and Rey, M. and Mohamed, S. and Deisenroth, M.P.",
        TITLE = "Understanding Deep Generative Models with Generalized Empirical
Likelihoods",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24395-24405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155578"}

@inproceedings{bb159717,
        AUTHOR = "Bruintjes, R.J. and Motyka, T. and van Gemert, J.",
        TITLE = "What Affects Learned Equivariance in Deep Image Recognition Models?",
        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
        PAGES = "4839-4847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155579"}

@inproceedings{bb159718,
        AUTHOR = "Ji, Y. and Wang, Y. and Kato, J.",
        TITLE = "Spatial-temporal Concept based Explanation of 3D ConvNets",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15444-15453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155580"}

@inproceedings{bb159719,
        AUTHOR = "Binder, A. and Weber, L. and Lapuschkin, S. and Montavon, G. and Muller, K.R. and Samek, W.",
        TITLE = "Shortcomings of Top-Down Randomization-Based Sanity Checks for
Evaluations of Deep Neural Network Explanations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16143-16152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155581"}

@inproceedings{bb159720,
        AUTHOR = "Wang, B. and Li, L.Z. and Nakashima, Y. and Nagahara, H.",
        TITLE = "Learning Bottleneck Concepts in Image Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10962-10971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155582"}

@inproceedings{bb159721,
        AUTHOR = "Magnet, R. and Ovsjanikov, M.",
        TITLE = "Memory-Scalable and Simplified Functional Map Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4041-4050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155583"}

@inproceedings{bb159722,
        AUTHOR = "Attaiki, S. and Ovsjanikov, M.",
        TITLE = "Understanding and Improving Features Learned in Deep Functional Maps",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "1316-1326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155584"}

@inproceedings{bb159723,
        AUTHOR = "Pahde, F. and Yolcu, G.U. and Binder, A. and Samek, W. and Lapuschkin, S.",
        TITLE = "Optimizing Explanations by Network Canonization and Hyperparameter
Search",
        BOOKTITLE = SAIAD23,
        YEAR = "2023",
        PAGES = "3819-3828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155585"}

@inproceedings{bb159724,
        AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
        TITLE = "Diffusion Models for Counterfactual Explanations",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "VII:219-237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155586"}

@inproceedings{bb159725,
        AUTHOR = "Tayyub, J. and Sarmad, M. and Schonborn, N.",
        TITLE = "Explaining Deep Neural Networks for Point Clouds Using Gradient-based
Visualisations",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "II:155-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155587"}

@inproceedings{bb159726,
        AUTHOR = "Li, C. and Jiang, J.Z. and Zhang, X. and Zhang, T.H. and Zhao, Y.Q. and Jiang, D.D. and Li, R.G.",
        TITLE = "Towards Interpreting Computer Vision Based on Transformation Invariant
Optimization",
        BOOKTITLE = CiV22,
        YEAR = "2022",
        PAGES = "371-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155588"}

@inproceedings{bb159727,
        AUTHOR = "Eckstein, N. and Bukhari, H. and Bates, A.S. and Jefferis, G.S.X.E. and Funke, J.",
        TITLE = "Discriminative Attribution from Paired Images",
        BOOKTITLE = BioImage22,
        YEAR = "2022",
        PAGES = "406-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155589"}

@inproceedings{bb159728,
        AUTHOR = "Tan, H.X.",
        TITLE = "Visualizing Global Explanations of Point Cloud DNNs",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4730-4739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155590"}

@inproceedings{bb159729,
        AUTHOR = "Behzadi Khormouji, H. and Oramas Mogrovejo, J.A.",
        TITLE = "A Protocol for Evaluating Model Interpretation Methods from Visual
Explanations",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1421-1429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155591"}

@inproceedings{bb159730,
        AUTHOR = "Valois, P.H.V. and Niinuma, K. and Fukui, K.",
        TITLE = "Occlusion Sensitivity Analysis with Augmentation Subspace
Perturbation in Deep Feature Space",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4817-4826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155592"}

@inproceedings{bb159731,
        AUTHOR = "Given, N.A.",
        TITLE = "Fractual Projection Forest:
Fast and Explainable Point Cloud Classifier",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4229-4238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155593"}

@inproceedings{bb159732,
        AUTHOR = "Zhang, Y.Y. and Zhong, Q.Y. and Xie, D. and Pu, S.L.",
        TITLE = "KRNet: Towards Efficient Knowledge Replay",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4772-4778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155594"}

@inproceedings{bb159733,
        AUTHOR = "Yang, P. and Wen, Z.Y. and Mian, A.",
        TITLE = "Multi-Grained Interpretable Network for Image Recognition",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3815-3821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155595"}

@inproceedings{bb159734,
        AUTHOR = "Bayer, J. and Munch, D. and Arens, M.",
        TITLE = "Deep Saliency Map Generators for Multispectral Video Classification",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3757-3764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155596"}

@inproceedings{bb159735,
        AUTHOR = "Cunico, F. and Capogrosso, L. and Setti, F. and Carra, D. and Fummi, F. and Cristani, M.",
        TITLE = "I-SPLIT: Deep Network Interpretability for Split Computing",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2575-2581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155597"}

@inproceedings{bb159736,
        AUTHOR = "Cekic, M. and Bakiskan, C. and Madhow, U.",
        TITLE = "Neuro-Inspired Deep Neural Networks with Sparse, Strong Activations",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3843-3847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155598"}

@inproceedings{bb159737,
        AUTHOR = "Kherchouche, A. and Ben Ahmed, O. and Guillevin, C. and Tremblais, B. and Julian, A. and Guillevin, R.",
        TITLE = "MRS-XNet: An Explainable One-Dimensional Deep Neural Network for
Magnetic Spectroscopic Data Classification",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3923-3927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155599"}

@inproceedings{bb159738,
        AUTHOR = "Rao, S. and Bohle, M. and Schiele, B.",
        TITLE = "Towards Better Understanding Attribution Methods",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10213-10222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155600"}

@inproceedings{bb159739,
        AUTHOR = "Keswani, M. and Ramakrishnan, S. and Reddy, N. and Balasubramanian, V.N.",
        TITLE = "Proto2Proto: Can you recognize the car, the way I do?",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10223-10233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155601"}

@inproceedings{bb159740,
        AUTHOR = "Chakraborty, T. and Trehan, U. and Mallat, K. and Dugelay, J.L.",
        TITLE = "Generalizing Adversarial Explanations with Grad-CAM",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "186-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155602"}

@inproceedings{bb159741,
        AUTHOR = "Dravid, A. and Schiffers, F. and Gong, B.Q. and Katsaggelos, A.K.",
        TITLE = "medXGAN: Visual Explanations for Medical Classifiers through a
Generative Latent Space",
        BOOKTITLE = FaDE-TCV22,
        YEAR = "2022",
        PAGES = "2935-2944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155603"}

@inproceedings{bb159742,
        AUTHOR = "Somepalli, G. and Fowl, L. and Bansal, A. and Yeh Chiang, P. and Dar, Y. and Baraniuk, R. and Goldblum, M. and Goldstein, T.",
        TITLE = "Can Neural Nets Learn the Same Model Twice? Investigating
Reproducibility and Double Descent from the Decision Boundary
Perspective",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13689-13698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155604"}

@inproceedings{bb159743,
        AUTHOR = "Sandoval Segura, P. and Singla, V. and Fowl, L. and Geiping, J. and Goldblum, M. and Jacobs, D. and Goldstein, T.",
        TITLE = "Poisons that are learned faster are more effective",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "197-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155605"}

@inproceedings{bb159744,
        AUTHOR = "MacDonald, L.E. and Ramasinghe, S. and Lucey, S.",
        TITLE = "Enabling Equivariance for Arbitrary Lie Groups",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8173-8182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155606"}

@inproceedings{bb159745,
        AUTHOR = "Kocasari, U. and Zaman, K. and Tiftikci, M. and Simsar, E. and Yanardag, P.",
        TITLE = "Rank in Style: A Ranking-based Approach to Find Interpretable
Directions",
        BOOKTITLE = CVFAD22,
        YEAR = "2022",
        PAGES = "2293-2297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155607"}

@inproceedings{bb159746,
        AUTHOR = "Marathe, A. and Jain, P. and Walambe, R. and Kotecha, K.",
        TITLE = "RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration
via Explainable AI Systems",
        BOOKTITLE = V4AS22,
        YEAR = "2022",
        PAGES = "3029-3038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155608"}

@inproceedings{bb159747,
        AUTHOR = "Dittakavi, B. and Bavikadi, D. and Desai, S.V. and Chakraborty, S. and Reddy, N. and Balasubramanian, V.N. and Callepalli, B. and Sharma, A.",
        TITLE = "Pose Tutor: An Explainable System for Pose Correction in the Wild",
        BOOKTITLE = CVSports22,
        YEAR = "2022",
        PAGES = "3539-3548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155609"}

@inproceedings{bb159748,
        AUTHOR = "Zhang, Y.F. and Jiang, M. and Zhao, Q.",
        TITLE = "Query and Attention Augmentation for Knowledge-Based Explainable
Reasoning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15555-15564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155610"}

@inproceedings{bb159749,
        AUTHOR = "Chockler, H. and Kroening, D. and Sun, Y.C.",
        TITLE = "Explanations for Occluded Images",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1214-1223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155611"}

@inproceedings{bb159750,
        AUTHOR = "Rodriguez, P. and Caccia, M. and Lacoste, A. and Zamparo, L. and Laradji, I. and Charlin, L. and Vazquez, D.",
        TITLE = "Beyond Trivial Counterfactual Explanations with Diverse Valuable
Explanations",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1036-1045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155612"}

@inproceedings{bb159751,
        AUTHOR = "Kobs, K. and Steininger, M. and Dulny, A. and Hotho, A.",
        TITLE = "Do Different Deep Metric Learning Losses Lead to Similar Learned
Features?",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10624-10634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155613"}

@inproceedings{bb159752,
        AUTHOR = "Jung, H. and Oh, Y.",
        TITLE = "Towards Better Explanations of Class Activation Mapping",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1316-1324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155614"}

@inproceedings{bb159753,
        AUTHOR = "Lee, K.H. and Park, C. and Oh, J. and Kwak, N.",
        TITLE = "LFI-CAM: Learning Feature Importance for Better Visual Explanation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1335-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155615"}

@inproceedings{bb159754,
        AUTHOR = "Lang, O. and Gandelsman, Y. and Yarom, M. and Wald, Y. and Elidan, G. and Hassidim, A. and Freeman, W.T. and Isola, P. and Globerson, A. and Irani, M. and Mosseri, I.",
        TITLE = "Explaining in Style: Training a GAN to explain a classifier in
StyleSpace",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "673-682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155616"}

@inproceedings{bb159755,
        AUTHOR = "Li, L.Z. and Wang, B. and Verma, M. and Nakashima, Y. and Kawasaki, R. and Nagahara, H.",
        TITLE = "SCOUTER: Slot Attention-based Classifier for Explainable Image
Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1026-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155617"}

@inproceedings{bb159756,
        AUTHOR = "Lerman, S. and Venuto, C. and Kautz, H. and Xu, C.L.",
        TITLE = "Explaining Local, Global, And Higher-Order Interactions In Deep
Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1204-1213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155618"}

@inproceedings{bb159757,
        AUTHOR = "Anderson, C. and Farrell, R.",
        TITLE = "Improving Fractal Pre-training",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2412-2421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155619"}

@inproceedings{bb159758,
        AUTHOR = "Guo, P. and Farrell, R.",
        TITLE = "Semantic Network Interpretation",
        BOOKTITLE = Explain-Bio22,
        YEAR = "2022",
        PAGES = "400-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155620"}

@inproceedings{bb159759,
        AUTHOR = "Watson, M. and Hasan, B.A.S. and Al Moubayed, N.",
        TITLE = "Agree to Disagree: When Deep Learning Models With Identical
Architectures Produce Distinct Explanations",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1524-1533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155621"}

@inproceedings{bb159760,
        AUTHOR = "Fel, T. and Vigouroux, D. and Cadene, R. and Serre, T.",
        TITLE = "How Good is your Explanation? Algorithmic Stability Measures to
Assess the Quality of Explanations for Deep Neural Networks",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1565-1575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155622"}

@inproceedings{bb159761,
        AUTHOR = "Hada, S.S. and Carreira Perpinan, M.A.",
        TITLE = "Sampling the 'Inverse Set' of a Neuron",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3712-3716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155623"}

@inproceedings{bb159762,
        AUTHOR = "Sasdelli, M. and Ajanthan, T. and Chin, T.J. and Carneiro, G.",
        TITLE = "A Chaos Theory Approach to Understand Neural Network Optimization",
        BOOKTITLE = DICTA21,
        YEAR = "2021",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155624"}

@inproceedings{bb159763,
        AUTHOR = "Konate, S. and Lebrat, L. and Cruz, R.S. and Smith, E. and Bradley, A. and Fookes, C. and Salvado, O.",
        TITLE = "A Comparison of Saliency Methods for Deep Learning Explainability",
        BOOKTITLE = DICTA21,
        YEAR = "2021",
        PAGES = "01-08",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155625"}

@inproceedings{bb159764,
        AUTHOR = "Khakzar, A. and Baselizadeh, S. and Khanduja, S. and Rupprecht, C. and Kim, S.T. and Navab, N.",
        TITLE = "Neural Response Interpretation through the Lens of Critical Pathways",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13523-13533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155626"}

@inproceedings{bb159765,
        AUTHOR = "Stammer, W. and Schramowski, P. and Kersting, K.",
        TITLE = "Right for the Right Concept: Revising Neuro-Symbolic Concepts by
Interacting with their Explanations",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3618-3628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155627"}

@inproceedings{bb159766,
        AUTHOR = "Lim, D. and Lee, H. and Kim, S.",
        TITLE = "Building Reliable Explanations of Unreliable Neural Networks: Locally
Smoothing Perspective of Model Interpretation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6464-6473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155628"}

@inproceedings{bb159767,
        AUTHOR = "Chefer, H. and Gur, S. and Wolf, L.B.",
        TITLE = "Transformer Interpretability Beyond Attention Visualization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "782-791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155629"}

@inproceedings{bb159768,
        AUTHOR = "Shen, Y.J. and Zhou, B.",
        TITLE = "Closed-Form Factorization of Latent Semantics in GANs",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1532-1540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155630"}

@inproceedings{bb159769,
        AUTHOR = "Singla, S. and Nushi, B. and Shah, S. and Kamar, E. and Horvitz, E.",
        TITLE = "Understanding Failures of Deep Networks via Robust Feature Extraction",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12848-12857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155631"}

@inproceedings{bb159770,
        AUTHOR = "Poppi, S. and Cornia, M. and Baraldi, L. and Cucchiara, R.",
        TITLE = "Revisiting The Evaluation of Class Activation Mapping for
Explainability: A Novel Metric and Experimental Analysis",
        BOOKTITLE = RCV21,
        YEAR = "2021",
        PAGES = "2299-2304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155632"}

@inproceedings{bb159771,
        AUTHOR = "Rahnama, A. and Tseng, A.",
        TITLE = "An Adversarial Approach for Explaining the Predictions of Deep Neural
Networks",
        BOOKTITLE = TCV21,
        YEAR = "2021",
        PAGES = "3247-3256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155633"}

@inproceedings{bb159772,
        AUTHOR = "Rosenzweig, J. and Sicking, J. and Houben, S. and Mock, M. and Akila, M.",
        TITLE = "Patch Shortcuts: Interpretable Proxy Models Efficiently Find
Black-Box Vulnerabilities",
        BOOKTITLE = SAIAD21,
        YEAR = "2021",
        PAGES = "56-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155634"}

@inproceedings{bb159773,
        AUTHOR = "Chen, Q.X. and Li, P.F. and Xu, M. and Qi, X.J.",
        TITLE = "Sparse Activation Maps for Interpreting 3D Object Detection",
        BOOKTITLE = SAIAD21,
        YEAR = "2021",
        PAGES = "76-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155635"}

@inproceedings{bb159774,
        AUTHOR = "Jaworek Korjakowska, J. and Kostuch, A. and Skruch, P.",
        TITLE = "SafeSO: Interpretable and Explainable Deep Learning Approach for Seat
Occupancy Classification in Vehicle Interior",
        BOOKTITLE = SAIAD21,
        YEAR = "2021",
        PAGES = "103-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155636"}

@inproceedings{bb159775,
        AUTHOR = "Suzuki, M. and Kamcya, Y. and Kutsuna, T. and Mitsumoto, N.",
        TITLE = "Understanding the Reason for Misclassification by Generating
Counterfactual Images",
        BOOKTITLE = MVA21,
        YEAR = "2021",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155637"}

@inproceedings{bb159776,
        AUTHOR = "Li, Z.Q. and Wang, W.M. and Li, Z.Y. and Huang, Y.F. and Sato, Y.",
        TITLE = "Towards Visually Explaining Video Understanding Networks with
Perturbation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1119-1128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155638"}

@inproceedings{bb159777,
        AUTHOR = "Oh, Y. and Jung, H. and Park, J. and Kim, M.S.",
        TITLE = "EVET: Enhancing Visual Explanations of Deep Neural Networks Using
Image Transformations",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3578-3586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155639"}

@inproceedings{bb159778,
        AUTHOR = "Samangouei, P. and Saeedi, A. and Nakagawa, L. and Silberman, N.",
        TITLE = "ExplainGAN: Model Explanation via Decision Boundary Crossing
Transformations",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 681-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155640"}

@inproceedings{bb159779,
        AUTHOR = "Huseljic, D. and Sick, B. and Herde, M. and Kottke, D.",
        TITLE = "Separation of Aleatoric and Epistemic Uncertainty in Deterministic
Deep Neural Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9172-9179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155641"}

@inproceedings{bb159780,
        AUTHOR = "Shi, S. and Du, Y.Z. and Fan, W.",
        TITLE = "Kernel-based LIME with feature dependency sampling",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9143-9148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155642"}

@inproceedings{bb159781,
        AUTHOR = "Charachon, M. and Hudelot, C. and Cournede, P.H. and Ruppli, C. and Ardon, R.",
        TITLE = "Combining Similarity and Adversarial Learning to Generate Visual
Explanation: Application to Medical Image Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7188-7195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155643"}

@inproceedings{bb159782,
        AUTHOR = "Goh, G.S.W. and Lapuschkin, S. and Weber, L. and Samek, W. and Binder, A.",
        TITLE = "Understanding Integrated Gradients with SmoothTaylor for Deep Neural
Network Attribution",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4949-4956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155644"}

@inproceedings{bb159783,
        AUTHOR = "Yang, Q. and Zhu, X. and Fwu, J.K. and Ye, Y. and You, G. and Zhu, Y.",
        TITLE = "MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box
Model Explanations",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1376-1383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155645"}

@inproceedings{bb159784,
        AUTHOR = "Zhang, M. and Zhu, X.N. and Ji, Y.",
        TITLE = "Input-aware Neural Knowledge Tracing Machine",
        BOOKTITLE = HCAU20,
        YEAR = "2020",
        PAGES = "345-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155646"}

@inproceedings{bb159785,
        AUTHOR = "Veerappa, M. and Anneken, M. and Burkart, N.",
        TITLE = "Evaluation of Interpretable Association Rule Mining Methods on
Time-series in the Maritime Domain",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "204-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155647"}

@inproceedings{bb159786,
        AUTHOR = "Jouis, G. and Mouchere, H. and Picarougne, F. and Hardouin, A.",
        TITLE = "Anchors vs Attention: Comparing XAI on a Real-life Use Case",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "219-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155648"}

@inproceedings{bb159787,
        AUTHOR = "Henin, C. and Le Metayer, D.",
        TITLE = "A Multi-layered Approach for Tailored Black-box Explanations",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "5-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155649"}

@inproceedings{bb159788,
        AUTHOR = "Kenny, E.M. and Delaney, E.D. and Greene, D. and Keane, M.T.",
        TITLE = "Post-hoc Explanation Options for XAI in Deep Learning: The Insight
Centre for Data Analytics Perspective",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "20-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155650"}

@inproceedings{bb159789,
        AUTHOR = "Halnaut, A. and Giot, R. and Bourqui, R. and Auber, D.",
        TITLE = "Samples Classification Analysis Across DNN Layers with Fractal Curves",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "47-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155651"}

@inproceedings{bb159790,
        AUTHOR = "Jung, H. and Oh, Y. and Park, J. and Kim, M.S.",
        TITLE = "Jointly Optimize Positive and Negative Saliencies for Black Box
Classifiers",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "76-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155652"}

@inproceedings{bb159791,
        AUTHOR = "Zhu, P. and Zhu, R.Z. and Mishra, S. and Saligrama, V.",
        TITLE = "Low Dimensional Visual Attributes: An Interpretable Image Encoding",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "90-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155653"}

@inproceedings{bb159792,
        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#TT155654"}

@inproceedings{bb159793,
        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#TT155655"}

@inproceedings{bb159794,
        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#TT155656"}

@inproceedings{bb159795,
        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#TT155657"}

@inproceedings{bb159796,
        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#TT155658"}

@inproceedings{bb159797,
        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#TT155659"}

@inproceedings{bb159798,
        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#TT155660"}

@inproceedings{bb159799,
        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#TT155661"}
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