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        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,
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        PAGES = "13828-13837",
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@inproceedings{bb131657,
        AUTHOR = "Sumiyasu, K. and Kawamoto, K. and Kera, H.",
        TITLE = "Identifying Important Group of Pixels using Interactions",
        BOOKTITLE = CVPR24,
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@inproceedings{bb131658,
        AUTHOR = "Wang, B.S. and Wang, C.Y. and Chiu, W.C.",
        TITLE = "MCPNet: An Interpretable Classifier via Multi-Level Concept
Prototypes",
        BOOKTITLE = CVPR24,
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@inproceedings{bb131659,
        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,
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@inproceedings{bb131660,
        AUTHOR = "Chakraborty, R. and Sletten, A. and Kampffmeyer, M.C.",
        TITLE = "ExMap: Leveraging Explainability Heatmaps for Unsupervised Group
Robustness to Spurious Correlations",
        BOOKTITLE = CVPR24,
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@inproceedings{bb131661,
        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",
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@inproceedings{bb131662,
        AUTHOR = "Bachiri, K. and Malek, M. and Yahyaouy, A. and Rogovschi, N.",
        TITLE = "Adaptive Subgraph Feature Extraction for Explainable Multi-Modal
Learning",
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@inproceedings{bb131663,
        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",
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        PAGES = "4868-4879",
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@inproceedings{bb131664,
        AUTHOR = "Wan, Q.Y. and Wang, R.P. and Chen, X.L.",
        TITLE = "Interpretable Object Recognition by Semantic Prototype Analysis",
        BOOKTITLE = WACV24,
        YEAR = "2024",
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@inproceedings{bb131665,
        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#TT127730"}

@inproceedings{bb131666,
        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",
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@inproceedings{bb131667,
        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",
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@inproceedings{bb131668,
        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,
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        PAGES = "1338-1347",
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@inproceedings{bb131669,
        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,
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@inproceedings{bb131670,
        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",
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@inproceedings{bb131671,
        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#TT127736"}

@inproceedings{bb131672,
        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#TT127737"}

@inproceedings{bb131673,
        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",
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@inproceedings{bb131674,
        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,
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@inproceedings{bb131675,
        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,
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@inproceedings{bb131676,
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        TITLE = "Towards Explainable Navigation and Recounting",
        BOOKTITLE = CIAP23,
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@inproceedings{bb131677,
        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",
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@inproceedings{bb131678,
        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#TT127743"}

@inproceedings{bb131679,
        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",
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@inproceedings{bb131680,
        AUTHOR = "Wang, Y.F. and Deng, S.Y. and Yuan, K.H. and Schaefer, G. and Liu, X. and Fang, H.",
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Scenes",
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        PAGES = "2615-2619",
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@inproceedings{bb131681,
        AUTHOR = "Moayeri, M. and Rezaei, K. and Sanjabi, M. and Feizi, S.",
        TITLE = "Text2Concept: Concept Activation Vectors Directly from Text",
        BOOKTITLE = XAI4CV23,
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        PAGES = "3744-3749",
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@inproceedings{bb131682,
        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,
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        PAGES = "10932-10941",
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@inproceedings{bb131683,
        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,
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        PAGES = "12044-12053",
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@inproceedings{bb131684,
        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{bb131685,
        AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
        TITLE = "Adversarial Counterfactual Visual Explanations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb131686,
        AUTHOR = "Yang, R. and Wang, B.H. and Bilgic, M.",
        TITLE = "IDGI: A Framework to Eliminate Explanation Noise from Integrated
Gradients",
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        YEAR = "2023",
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@inproceedings{bb131687,
        AUTHOR = "Fel, T. and Ducoffe, M. and Vigouroux, D. and Cadene, R. and Capelle, M. and Nicodeme, C. and Serre, T.",
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Perturbation Analysis",
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@inproceedings{bb131688,
        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",
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@inproceedings{bb131689,
        AUTHOR = "Bordt, S. and Upadhyay, U. and Akata, Z. and von Luxburg, U.",
        TITLE = "The Manifold Hypothesis for Gradient-Based Explanations",
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        YEAR = "2023",
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@inproceedings{bb131690,
        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",
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@inproceedings{bb131691,
        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,
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@inproceedings{bb131692,
        AUTHOR = "Fel, T. and Picard, A. and Bethune, L. and Boissin, T. and Vigouroux, D. and Colin, J. and Cadenc, R. and Serre, T.",
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@inproceedings{bb131693,
        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",
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@inproceedings{bb131694,
        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{bb131695,
        AUTHOR = "Akash Guna, R.T. and Benitez, R. and Sikha, O.K.",
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        BOOKTITLE = XAI4CV23,
        YEAR = "2023",
        PAGES = "3764-3769",
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@inproceedings{bb131696,
        AUTHOR = "Shukla, P. and Bharati, S. and Turk, M.",
        TITLE = "CAVLI - Using image associations to produce local concept-based
explanations",
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@inproceedings{bb131697,
        AUTHOR = "Hasany, S.N. and Petitjean, C. and Meriaudeau, F.",
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@inproceedings{bb131698,
        AUTHOR = "Riva, M. and Gori, P. and Yger, F. and Bloch, I.",
        TITLE = "Is the U-NET Directional-Relationship Aware?",
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@inproceedings{bb131699,
        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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