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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#TT153108"}
@inproceedings{bb157201,
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",
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@inproceedings{bb157202,
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#TT153110"}
@inproceedings{bb157203,
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#TT153111"}
@inproceedings{bb157204,
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#TT153112"}
@inproceedings{bb157205,
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#TT153113"}
@inproceedings{bb157206,
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#TT153114"}
@inproceedings{bb157207,
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#TT153115"}
@inproceedings{bb157208,
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#TT153116"}
@inproceedings{bb157209,
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#TT153117"}
@inproceedings{bb157210,
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#TT153118"}
@inproceedings{bb157211,
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#TT153119"}
@inproceedings{bb157212,
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#TT153120"}
@inproceedings{bb157213,
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#TT153121"}
@inproceedings{bb157214,
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#TT153122"}
@inproceedings{bb157215,
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",
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@inproceedings{bb157216,
AUTHOR = "Rao, S. and Bohle, M. and Schiele, B.",
TITLE = "Towards Better Understanding Attribution Methods",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10213-10222",
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@inproceedings{bb157217,
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#TT153125"}
@inproceedings{bb157218,
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",
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@inproceedings{bb157219,
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#TT153127"}
@inproceedings{bb157220,
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#TT153128"}
@inproceedings{bb157221,
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#TT153129"}
@inproceedings{bb157222,
AUTHOR = "MacDonald, L.E. and Ramasinghe, S. and Lucey, S.",
TITLE = "Enabling Equivariance for Arbitrary Lie Groups",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8173-8182",
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@inproceedings{bb157223,
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#TT153131"}
@inproceedings{bb157224,
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#TT153132"}
@inproceedings{bb157225,
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#TT153133"}
@inproceedings{bb157226,
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",
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@inproceedings{bb157227,
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#TT153135"}
@inproceedings{bb157228,
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#TT153136"}
@inproceedings{bb157229,
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#TT153137"}
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AUTHOR = "Jung, H. and Oh, Y.",
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BOOKTITLE = ICCV21,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT153138"}
@inproceedings{bb157231,
AUTHOR = "Lee, K.H. and Park, C. and Oh, J. and Kwak, N.",
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BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1335-1343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT153139"}
@inproceedings{bb157232,
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StyleSpace",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "673-682",
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@inproceedings{bb157233,
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",
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@inproceedings{bb157234,
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",
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@inproceedings{bb157235,
AUTHOR = "Anderson, C. and Farrell, R.",
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BOOKTITLE = WACV22,
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@inproceedings{bb157236,
AUTHOR = "Guo, P. and Farrell, R.",
TITLE = "Semantic Network Interpretation",
BOOKTITLE = Explain-Bio22,
YEAR = "2022",
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@inproceedings{bb157237,
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#TT153145"}
@inproceedings{bb157238,
AUTHOR = "Fel, T. and Vigouroux, D. and Cadene, R. and Serre, T.",
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Assess the Quality of Explanations for Deep Neural Networks",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1565-1575",
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@inproceedings{bb157239,
AUTHOR = "Hada, S.S. and Carreira Perpinan, M.A.",
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BOOKTITLE = ICIP21,
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@inproceedings{bb157240,
AUTHOR = "Sasdelli, M. and Ajanthan, T. and Chin, T.J. and Carneiro, G.",
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BOOKTITLE = DICTA21,
YEAR = "2021",
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@inproceedings{bb157241,
AUTHOR = "Konate, S. and Lebrat, L. and Cruz, R.S. and Smith, E. and Bradley, A. and Fookes, C. and Salvado, O.",
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BOOKTITLE = DICTA21,
YEAR = "2021",
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@inproceedings{bb157242,
AUTHOR = "Khakzar, A. and Baselizadeh, S. and Khanduja, S. and Rupprecht, C. and Kim, S.T. and Navab, N.",
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BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb157243,
AUTHOR = "Stammer, W. and Schramowski, P. and Kersting, K.",
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Interacting with their Explanations",
BOOKTITLE = CVPR21,
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@inproceedings{bb157244,
AUTHOR = "Lim, D. and Lee, H. and Kim, S.",
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Smoothing Perspective of Model Interpretation",
BOOKTITLE = CVPR21,
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AUTHOR = "Chefer, H. and Gur, S. and Wolf, L.B.",
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AUTHOR = "Shen, Y.J. and Zhou, B.",
TITLE = "Closed-Form Factorization of Latent Semantics in GANs",
BOOKTITLE = CVPR21,
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AUTHOR = "Singla, S. and Nushi, B. and Shah, S. and Kamar, E. and Horvitz, E.",
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BOOKTITLE = CVPR21,
YEAR = "2021",
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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",
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@inproceedings{bb157249,
AUTHOR = "Rahnama, A. and Tseng, A.",
TITLE = "An Adversarial Approach for Explaining the Predictions of Deep Neural
Networks",
BOOKTITLE = TCV21,
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@inproceedings{bb157250,
AUTHOR = "Wang, B. and Li, L.Z. and Verma, M. and Nakashima, Y. and Kawasaki, R. and Nagahara, H.",
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BOOKTITLE = RCV21,
YEAR = "2021",
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@inproceedings{bb157251,
AUTHOR = "Rosenzweig, J. and Sicking, J. and Houben, S. and Mock, M. and Akila, M.",
TITLE = "Patch Shortcuts: Interpretable Proxy Models Efficiently Find
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AUTHOR = "Chen, Q.X. and Li, P.F. and Xu, M. and Qi, X.J.",
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AUTHOR = "Jaworek Korjakowska, J. and Kostuch, A. and Skruch, P.",
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AUTHOR = "Suzuki, M. and Kamcya, Y. and Kutsuna, T. and Mitsumoto, N.",
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PAGES = "345-360",
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@inproceedings{bb157264,
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",
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AUTHOR = "Jouis, G. and Mouchere, H. and Picarougne, F. and Hardouin, A.",
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@inproceedings{bb157266,
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@inproceedings{bb157267,
AUTHOR = "Kenny, E.M. and Delaney, E.D. and Greene, D. and Keane, M.T.",
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Centre for Data Analytics Perspective",
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YEAR = "2020",
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@inproceedings{bb157268,
AUTHOR = "Halnaut, A. and Giot, R. and Bourqui, R. and Auber, D.",
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BOOKTITLE = EDL-AI20,
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@inproceedings{bb157269,
AUTHOR = "Jung, H. and Oh, Y. and Park, J. and Kim, M.S.",
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BOOKTITLE = EDL-AI20,
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@inproceedings{bb157270,
AUTHOR = "Zhu, P. and Zhu, R.Z. and Mishra, S. and Saligrama, V.",
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BOOKTITLE = EDL-AI20,
YEAR = "2020",
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@inproceedings{bb157271,
AUTHOR = "Marcos, D. and Fong, R. and Lobry, S. and Flamary, R. and Courty, N. and Tuia, D.",
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BOOKTITLE = ACCV20,
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@inproceedings{bb157272,
AUTHOR = "Townsend, J. and Kasioumis, T. and Inakoshi, H.",
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BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:206-222",
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@inproceedings{bb157273,
AUTHOR = "Galli, A. and Marrone, S. and Moscato, V. and Sansone, C.",
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Perturbation Scenarios",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
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@inproceedings{bb157274,
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",
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@inproceedings{bb157275,
AUTHOR = "Singh, M. and Kumari, N. and Mangla, P. and Sinha, A. and Balasubramanian, V.N. and Krishnamurthy, B.",
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BOOKTITLE = ECCV20,
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PAGES = "XXVII:515-533",
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@inproceedings{bb157276,
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.",
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BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XV:653-669",
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@inproceedings{bb157277,
AUTHOR = "Franchi, G. and Bursuc, A. and Aldea, E. and Dubuisson, S. and Bloch, I.",
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BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVII:105-121",
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@inproceedings{bb157278,
AUTHOR = "Bhushan, C. and Yang, Z.Y. and Virani, N. and Iyer, N.",
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BOOKTITLE = ICIP20,
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AUTHOR = "Lee, J. and Al Regib, G.",
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AUTHOR = "Prabhushankar, M. and Kwon, G. and Temel, D. and Al Regib, G.",
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AUTHOR = "Tao, X.Y. and Chang, X.Y. and Hong, X.P. and Wei, X. and Gong, Y.H.",
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AUTHOR = "Yuan, K. and Li, Q.Q. and Shao, J. and Yan, J.J.",
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@inproceedings{bb157298,
AUTHOR = "Gkalelis, N. and Mezaris, V.",
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Network Training for Multimedia Classification",
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YEAR = "2020",
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