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AUTHOR = "Lei, X.H. and Wang, M. and Zhou, W.G. and Li, L. and Li, H.Q.",
TITLE = "Instance-Aware Exploration-Verification-Exploitation for Instance
ImageGoal Navigation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16329-16339",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132014"}
@inproceedings{bb136001,
AUTHOR = "Wu, W.J. and Zhang, L.L. and Liu, J. and Tang, X. and Wang, Y.X. and Wang, S.W. and Wang, Q.Y.",
TITLE = "E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and
Bottom-Up Generator",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "13828-13837",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132015"}
@inproceedings{bb136002,
AUTHOR = "Sumiyasu, K. and Kawamoto, K. and Kera, H.",
TITLE = "Identifying Important Group of Pixels using Interactions",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "6017-6026",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132016"}
@inproceedings{bb136003,
AUTHOR = "Wang, B.S. and Wang, C.Y. and Chiu, W.C.",
TITLE = "MCPNet: An Interpretable Classifier via Multi-Level Concept
Prototypes",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "10885-10894",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132017"}
@inproceedings{bb136004,
AUTHOR = "Bandyopadhyay, H. and Chowdhury, P.N. and Bhunia, A.K. and Sain, A. and Xiang, T. and Song, Y.Z.",
TITLE = "What Sketch Explainability Really Means for Downstream Tasks?",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "10997-11008",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132018"}
@inproceedings{bb136005,
AUTHOR = "Chakraborty, R. and Sletten, A. and Kampffmeyer, M.C.",
TITLE = "ExMap: Leveraging Explainability Heatmaps for Unsupervised Group
Robustness to Spurious Correlations",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12017-12026",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132019"}
@inproceedings{bb136006,
AUTHOR = "Berrouyne, M. and Hami, H. and Jouilil, Y.",
TITLE = "Predictive Power of AI: Tackling Child Undernutrition in Morocco",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132020"}
@inproceedings{bb136007,
AUTHOR = "Bachiri, K. and Malek, M. and Yahyaouy, A. and Rogovschi, N.",
TITLE = "Adaptive Subgraph Feature Extraction for Explainable Multi-Modal
Learning",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132021"}
@inproceedings{bb136008,
AUTHOR = "Hong, J.Y. and Park, K.H. and Pavlic, T.P.",
TITLE = "Concept-Centric Transformers: Enhancing Model Interpretability
through Object-Centric Concept Learning within a Shared Global
Workspace",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4868-4879",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132022"}
@inproceedings{bb136009,
AUTHOR = "Wan, Q.Y. and Wang, R.P. and Chen, X.L.",
TITLE = "Interpretable Object Recognition by Semantic Prototype Analysis",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "789-798",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132023"}
@inproceedings{bb136010,
AUTHOR = "Wang, C. and Liu, Y. and Chen, Y.H. and Liu, F.B. and Tian, Y. and McCarthy, D. and Frazer, H. and Carneiro, G.",
TITLE = "Learning Support and Trivial Prototypes for Interpretable Image
Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2062-2072",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132024"}
@inproceedings{bb136011,
AUTHOR = "Santos, F.A.O. and Zanchettin, C.",
TITLE = "Exploring Image Classification Robustness and Interpretability with
Right for the Right Reasons Data Augmentation",
BOOKTITLE = LXCV-ICCV23,
YEAR = "2023",
PAGES = "4149-4158",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132025"}
@inproceedings{bb136012,
AUTHOR = "Zhang, Y.F. and Gu, S. and Gao, Y.Y. and Pan, B. and Yang, X.F. and Zhao, L.",
TITLE = "MAGI: Multi-Annotated Explanation-Guided Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1977-1987",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132026"}
@inproceedings{bb136013,
AUTHOR = "Fan, L. and Liu, B. and Li, H.X. and Wu, Y. and Hua, G.",
TITLE = "Flexible Visual Recognition by Evidential Modeling of Confusion and
Ignorance",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1338-1347",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132027"}
@inproceedings{bb136014,
AUTHOR = "Englebert, A. and Stassin, S. and Nanfack, G. and Mahmoudi, S.A. and Siebert, X. and Cornu, O. and de Vleeschouwer, C.",
TITLE = "Explaining through Transformer Input Sampling",
BOOKTITLE = NIVT23,
YEAR = "2023",
PAGES = "806-815",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132028"}
@inproceedings{bb136015,
AUTHOR = "Masala, M. and Cudlenco, N. and Rebedea, T. and Leordeanu, M.",
TITLE = "Explaining Vision and Language through Graphs of Events in Space and
Time",
BOOKTITLE = CLVL23,
YEAR = "2023",
PAGES = "2818-2823",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132029"}
@inproceedings{bb136016,
AUTHOR = "Zelenka, C. and Gohring, A. and Kazempour, D. and Hunemorder, M. and Schmarje, L. and Kroger, P.",
TITLE = "A Simple and Explainable Method for Uncertainty Estimation using
Attribute Prototype Networks",
BOOKTITLE = Uncertainty23,
YEAR = "2023",
PAGES = "4572-4581",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132030"}
@inproceedings{bb136017,
AUTHOR = "Hesse, R. and Schaub Meyer, S. and Roth, S.",
TITLE = "FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of
Explainable AI Methods",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "3958-3968",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132031"}
@inproceedings{bb136018,
AUTHOR = "Dai, B. and Wang, L. and Jia, B.X. and Zhang, Z. and Zhu, S.C. and Zhang, C. and Zhu, Y.X.",
TITLE = "X-VoE: Measuring eXplanatory Violation of Expectation in Physical
Events",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "3969-3979",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132032"}
@inproceedings{bb136019,
AUTHOR = "Roth, K. and Kim, J.M. and Koepke, A.S. and Vinyals, O. and Schmid, C. and Akata, Z.",
TITLE = "Waffling around for Performance:
Visual Classification with Random Words and Broad Concepts",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15700-15711",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132033"}
@inproceedings{bb136020,
AUTHOR = "Gerstenberger, M. and Wiegand, T. and Eisert, P. and Bosse, S.",
TITLE = "But That's Not Why: Inference Adjustment by Interactive Prototype
Revision",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:123-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132034"}
@inproceedings{bb136021,
AUTHOR = "Poppi, S. and Bigazzi, R. and Rawal, N. and Cornia, M. and Cascianelli, S. and Baraldi, L. and Cucchiara, R.",
TITLE = "Towards Explainable Navigation and Recounting",
BOOKTITLE = CIAP23,
YEAR = "2023",
PAGES = "I:171-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132035"}
@inproceedings{bb136022,
AUTHOR = "Nicolaou, A. and Prentzas, N. and Loizou, C.P. and Pantzaris, M. and Kakas, A. and Pattichis, C.S.",
TITLE = "A Comparative Study of Explainable Ai models in the Assessment of
Multiple Sclerosis",
BOOKTITLE = CAIP23,
YEAR = "2023",
PAGES = "II:140-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132036"}
@inproceedings{bb136023,
AUTHOR = "Wang, Y.Y. and Bunyak, F.",
TITLE = "DFT-CAM: Discrete Fourier Transform Driven Class Activation Map",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "500-504",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132037"}
@inproceedings{bb136024,
AUTHOR = "Joukovsky, B. and Sammani, F. and Deligiannis, N.",
TITLE = "Model-Agnostic Visual Explanations via Approximate Bilinear Models",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1770-1774",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132038"}
@inproceedings{bb136025,
AUTHOR = "Wang, Y.F. and Deng, S.Y. and Yuan, K.H. and Schaefer, G. and Liu, X.Y. and Fang, H.",
TITLE = "A Novel Class Activation Map for Visual Explanations in Multi-Object
Scenes",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2615-2619",
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@inproceedings{bb136026,
AUTHOR = "Moayeri, M. and Rezaei, K. and Sanjabi, M. and Feizi, S.",
TITLE = "Text2Concept: Concept Activation Vectors Directly from Text",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3744-3749",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132040"}
@inproceedings{bb136027,
AUTHOR = "Ramaswamy, V.V. and Kim, S.S.Y. and Fong, R. and Russakovsky, O.",
TITLE = "Overlooked Factors in Concept-Based Explanations: Dataset Choice,
Concept Learnability, and Human Capability",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "10932-10941",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132041"}
@inproceedings{bb136028,
AUTHOR = "Wang, H.J. and Joshi, D. and Wang, S.Q. and Ji, Q.",
TITLE = "Gradient-based Uncertainty Attribution for Explainable Bayesian Deep
Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12044-12053",
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@inproceedings{bb136029,
AUTHOR = "Zemni, M. and Chen, M. and Zablocki, E. and Ben Younes, H. and Perez, P. and Cord, M.",
TITLE = "OCTET: Object-aware Counterfactual Explanations",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15062-15071",
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@inproceedings{bb136030,
AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
TITLE = "Adversarial Counterfactual Visual Explanations",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16425-16435",
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@inproceedings{bb136031,
AUTHOR = "Yang, R. and Wang, B.H. and Bilgic, M.",
TITLE = "IDGI: A Framework to Eliminate Explanation Noise from Integrated
Gradients",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23725-23734",
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@inproceedings{bb136032,
AUTHOR = "Fel, T. and Ducoffe, M. and Vigouroux, D. and Cadene, R. and Capelle, M. and Nicodeme, C. and Serre, T.",
TITLE = "Don't Lie to Me! Robust and Efficient Explainability with Verified
Perturbation Analysis",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16153-16163",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132046"}
@inproceedings{bb136033,
AUTHOR = "Arias Duart, A. and Mariotti, E. and Garcia Gasulla, D. and Alonso Moral, J.M.",
TITLE = "A Confusion Matrix for Evaluating Feature Attribution Methods",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3709-3714",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132047"}
@inproceedings{bb136034,
AUTHOR = "Bordt, S. and Upadhyay, U. and Akata, Z. and von Luxburg, U.",
TITLE = "The Manifold Hypothesis for Gradient-Based Explanations",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3697-3702",
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@inproceedings{bb136035,
AUTHOR = "Yang, Y. and Panagopoulou, A. and Zhou, S.H. and Jin, D. and Callison Burch, C. and Yatskar, M.",
TITLE = "Language in a Bottle: Language Model Guided Concept Bottlenecks for
Interpretable Image Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19187-19197",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132049"}
@inproceedings{bb136036,
AUTHOR = "Nauta, M. and Schlotterer, J. and van Keulen, M. and Seifert, C.",
TITLE = "PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image
Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "2744-2753",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132050"}
@inproceedings{bb136037,
AUTHOR = "Fel, T. and Picard, A. and Bethune, L. and Boissin, T. and Vigouroux, D. and Colin, J. and Cadenc, R. and Serre, T.",
TITLE = "CRAFT: Concept Recursive Activation FacTorization for Explainability",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "2711-2721",
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@inproceedings{bb136038,
AUTHOR = "Santhirasekaram, A. and Kori, A. and Winkler, M. and Rockall, A. and Toni, F. and Glocker, B.",
TITLE = "Robust Hierarchical Symbolic Explanations in Hyperbolic Space for
Image Classification",
BOOKTITLE = TAG-PRA23,
YEAR = "2023",
PAGES = "561-570",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132052"}
@inproceedings{bb136039,
AUTHOR = "Zhao, Z.X. and Zhang, J.S. and Bai, H.W. and Wang, Y.C. and Cui, Y.K. and Deng, L. and Sun, K. and Zhang, C.X. and Liu, J. and Xu, S.",
TITLE = "Deep Convolutional Sparse Coding Networks for Interpretable Image
Fusion",
BOOKTITLE = AML23,
YEAR = "2023",
PAGES = "2369-2377",
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@inproceedings{bb136040,
AUTHOR = "Akash Guna, R.T. and Benitez, R. and Sikha, O.K.",
TITLE = "Ante-Hoc Generation of Task-Agnostic Interpretation Maps",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3764-3769",
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@inproceedings{bb136041,
AUTHOR = "Shukla, P. and Bharati, S. and Turk, M.",
TITLE = "CAVLI - Using image associations to produce local concept-based
explanations",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3750-3755",
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@inproceedings{bb136042,
AUTHOR = "Hasany, S.N. and Petitjean, C. and Meriaudeau, F.",
TITLE = "Seg-XRes-CAM: Explaining Spatially Local Regions in Image
Segmentation",
BOOKTITLE = XAI4CV23,
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PAGES = "3733-3738",
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@inproceedings{bb136043,
AUTHOR = "Riva, M. and Gori, P. and Yger, F. and Bloch, I.",
TITLE = "Is the U-NET Directional-Relationship Aware?",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3391-3395",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132057"}
@inproceedings{bb136044,
AUTHOR = "Teney, D. and Peyrard, M. and Abbasnejad, E.",
TITLE = "Predicting Is Not Understanding: Recognizing and Addressing
Underspecification in Machine Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:458-476",
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@inproceedings{bb136045,
AUTHOR = "Sovatzidi, G. and Vasilakakis, M.D. and Iakovidis, D.K.",
TITLE = "Automatic Fuzzy Graph Construction For Interpretable Image
Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
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@inproceedings{bb136046,
AUTHOR = "Chari, P. and Ba, Y.H. and Athreya, S. and Kadambi, A.",
TITLE = "MIME:
Minority Inclusion for Majority Group Enhancement of AI Performance",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:326-343",
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@inproceedings{bb136047,
AUTHOR = "Deng, A. and Li, S. and Xiong, M. and Chen, Z. and Hooi, B.",
TITLE = "Trust, but Verify:
Using Self-supervised Probing to Improve Trustworthiness",
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YEAR = "2022",
PAGES = "XIII:361-377",
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@inproceedings{bb136048,
AUTHOR = "Rymarczyk, D. and Struski, L. and Gorszczak, M. and Lewandowska, K. and Tabor, J. and Zielinski, B.",
TITLE = "Interpretable Image Classification with Differentiable Prototypes
Assignment",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:351-368",
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@inproceedings{bb136049,
AUTHOR = "Vandenhende, S. and Mahajan, D. and Radenovic, F. and Ghadiyaram, D.",
TITLE = "Making Heads or Tails:
Towards Semantically Consistent Visual Counterfactuals",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:261-279",
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@inproceedings{bb136050,
AUTHOR = "Kim, S.S.Y. and Meister, N. and Ramaswamy, V.V. and Fong, R. and Russakovsky, O.",
TITLE = "HIVE: Evaluating the Human Interpretability of Visual Explanations",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:280-298",
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@inproceedings{bb136051,
AUTHOR = "Jacob, P. and Zablocki, E. and Ben Younes, H. and Chen, M. and Perez, P. and Cord, M.",
TITLE = "STEEX: Steering Counterfactual Explanations with Semantics",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:387-403",
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@inproceedings{bb136052,
AUTHOR = "Machiraju, G. and Plevritis, S. and Mallick, P.",
TITLE = "A Dataset Generation Framework for Evaluating Megapixel Image
Classifiers and Their Explanations",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:422-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132066"}
@inproceedings{bb136053,
AUTHOR = "Kolek, S. and Nguyen, D.A. and Levie, R. and Bruna, J. and Kutyniok, G.",
TITLE = "Cartoon Explanations of Image Classifiers",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:443-458",
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@inproceedings{bb136054,
AUTHOR = "Motzkus, F. and Weber, L. and Lapuschkin, S.",
TITLE = "Measurably Stronger Explanation Reliability Via Model Canonization",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "516-520",
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@inproceedings{bb136055,
AUTHOR = "Yang, G. and Rao, A. and Fernandez Maloigne, C. and Calhoun, V. and Menegaz, G.",
TITLE = "Explainable AI (XAI) In Biomedical Signal and Image Processing:
Promises and Challenges",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1531-1535",
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@inproceedings{bb136056,
AUTHOR = "Paiss, R. and Chefer, H. and Wolf, L.B.",
TITLE = "No Token Left Behind: Explainability-Aided Image Classification and
Generation",
BOOKTITLE = ECCV22,
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PAGES = "XII:334-350",
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@inproceedings{bb136057,
AUTHOR = "Khorram, S. and Li, F.X.",
TITLE = "Cycle-Consistent Counterfactuals by Latent Transformations",
BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb136058,
AUTHOR = "Haselhoff, A. and Kronenberger, J. and Kuppers, F. and Schneider, J.",
TITLE = "Towards Black-Box Explainability with Gaussian Discriminant Knowledge
Distillation",
BOOKTITLE = SAIAD21,
YEAR = "2021",
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@inproceedings{bb136059,
AUTHOR = "Hepburn, A. and Santos Rodriguez, R.",
TITLE = "Explainers in the Wild: Making Surrogate Explainers Robust to
Distortions Through Perception",
BOOKTITLE = ICIP21,
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