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TITLE = "ExaM: Unsupervised Concept-Based Representation Learning to Better
Explain Models in Vision Tasks",
BOOKTITLE = XAI4CV25,
YEAR = "2025",
PAGES = "2741-2750",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130218"}
@inproceedings{bb134201,
AUTHOR = "Mathur, N. and Marjit, S. and Chaudhuri, A. and Dutta, A.",
TITLE = "CLIPDraw++: Text-to-Sketch Synthesis with Simple Primitives",
BOOKTITLE = AIConGen25,
YEAR = "2025",
PAGES = "6237-6246",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130219"}
@inproceedings{bb134202,
AUTHOR = "Zhu, Z.J. and Fan, L. and Pagnucco, M. and Song, Y.",
TITLE = "Interpretable Image Classification via Non-parametric Part Prototype
Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9762-9771",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130220"}
@inproceedings{bb134203,
AUTHOR = "Zhang, Z.H. and Gu, J.Y. and Chowdhury, A. and Mai, Z. and Carlyn, D. and Berger Wolf, T. and Su, Y. and Chao, W.L.",
TITLE = "Finer-CAM: Spotting the Difference Reveals Finer Details for Visual
Explanation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9611-9620",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130221"}
@inproceedings{bb134204,
AUTHOR = "Zhang, J.Y. and Luo, Q.L. and Yang, G.W. and Yang, W.J. and Liu, W. and Lin, G.S. and Lv, F.M.",
TITLE = "Attribute-formed Class-specific Concept Space: Endowing Language
Bottleneck Model with Better Interpretability and Scalability",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30291-30300",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130222"}
@inproceedings{bb134205,
AUTHOR = "Kim, W.J. and Chung, H. and Kim, J. and Lee, S. and Sim, B. and Ye, J.C.",
TITLE = "Derivative-Free Diffusion Manifold-Constrained Gradient for Unified
XAI",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "23795-23805",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130223"}
@inproceedings{bb134206,
AUTHOR = "Yu, W.L. and Wang, Q.L. and Liu, C. and Li, D. and Hu, Q.H.",
TITLE = "CoE: Chain-of-Explanation via Automatic Visual Concept Circuit
Description and Polysemanticity Quantification",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4364-4374",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130224"}
@inproceedings{bb134207,
AUTHOR = "Grobrugge, A. and Kuhl, N. and Satzger, G. and Spitzer, P.",
TITLE = "Towards Human-Understandable Multi-Dimensional Concept Discovery",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20018-20027",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130225"}
@inproceedings{bb134208,
AUTHOR = "Hong, J.H. and Kim, H.J. and Jeon, K.S. and Lee, S.W.",
TITLE = "Comprehensive Information Bottleneck for Unveiling Universal
Attribution to Interpret Vision Transformers",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25166-25175",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130226"}
@inproceedings{bb134209,
AUTHOR = "Mall, U. and Phoo, C.P. and Chiquier, M. and Hariharan, B. and Bala, K. and Vondrick, C.",
TITLE = "DiSciPLE: Learning Interpretable Programs for Scientific Visual
Discovery",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29258-29267",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130227"}
@inproceedings{bb134210,
AUTHOR = "Tan, H.X.",
TITLE = "Evaluating Sensitivity Consistency of Explanations",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "182-191",
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@inproceedings{bb134211,
AUTHOR = "Miles, R. and Elezi, I. and Deng, J.K.",
TITLE = "V_kD: Improving Knowledge Distillation Using Orthogonal Projections",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15720-15730",
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@inproceedings{bb134212,
AUTHOR = "Wang, H.J. and Biswas, B.A. and Ji, Q.",
TITLE = "Optimization-based Uncertainty Attribution Via Learning Informative
Perturbations",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVIII: 237-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130230"}
@inproceedings{bb134213,
AUTHOR = "Jabbour, S. and Kondas, G. and Kazerooni, E. and Sjoding, M. and Fouhey, D. and Wiens, J.",
TITLE = "Depict: Diffusion-enabled Permutation Importance for Image
Classification Tasks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXIV: 35-51",
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@inproceedings{bb134214,
AUTHOR = "Sobieski, B. and Biecek, P.",
TITLE = "Global Counterfactual Directions",
BOOKTITLE = ECCV24,
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PAGES = "LXIII: 72-90",
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AUTHOR = "Duan, J.R. and Li, H. and Zhang, H.F. and Jiang, H. and Xue, M.Q. and Sun, L. and Song, M.L. and Song, J.",
TITLE = "On the Evaluation Consistency of Attribution-based Explanations",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXX: 206-224",
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@inproceedings{bb134216,
AUTHOR = "Zhang, X. and Lee, D. and Wang, S.",
TITLE = "Comprehensive Attribution: Inherently Explainable Vision Model with
Feature Detector",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXI: 196-213",
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AUTHOR = "Mehrpanah, A. and Englesson, E. and Azizpour, H.",
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVII: 282-299",
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@inproceedings{bb134218,
AUTHOR = "Atote, B. and Sanchez, V.",
TITLE = "Enhanced Prototypical Part Network (EPPNet) for Explainable Image
Classification Via Prototypes",
BOOKTITLE = ICIP24,
YEAR = "2024",
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@inproceedings{bb134219,
AUTHOR = "Chowdhury, P. and Prabhushankar, M. and Al Regib, G. and Deriche, M.",
TITLE = "Are Objective Explanatory Evaluation Metrics Trustworthy?
An Adversarial Analysis",
BOOKTITLE = ICIP24,
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@inproceedings{bb134220,
AUTHOR = "Gong, S.Z. and Dou, Q. and Farnia, F.",
TITLE = "Structured Gradient-Based Interpretations via Norm-Regularized
Adversarial Training",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11009-11018",
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@inproceedings{bb134221,
AUTHOR = "Bora, R.P. and Terhorst, P. and Veldhuis, R. and Ramachandra, R. and Raja, K.",
TITLE = "SLICE: Stabilized LIME for Consistent Explanations for Image
Classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "10988-10996",
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@inproceedings{bb134222,
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",
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@inproceedings{bb134223,
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",
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@inproceedings{bb134224,
AUTHOR = "Sumiyasu, K. and Kawamoto, K. and Kera, H.",
TITLE = "Identifying Important Group of Pixels using Interactions",
BOOKTITLE = CVPR24,
YEAR = "2024",
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@inproceedings{bb134225,
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",
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@inproceedings{bb134226,
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",
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@inproceedings{bb134227,
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#TT130245"}
@inproceedings{bb134228,
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#TT130246"}
@inproceedings{bb134229,
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",
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@inproceedings{bb134230,
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#TT130248"}
@inproceedings{bb134231,
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#TT130249"}
@inproceedings{bb134232,
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.",
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Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2062-2072",
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@inproceedings{bb134233,
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{bb134234,
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{bb134235,
AUTHOR = "Fan, L. and Liu, B. and Li, H.X. and Wu, Y. and Hua, G.",
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Ignorance",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1338-1347",
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@inproceedings{bb134236,
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",
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@inproceedings{bb134237,
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#TT130255"}
@inproceedings{bb134238,
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",
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@inproceedings{bb134239,
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",
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@inproceedings{bb134240,
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",
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@inproceedings{bb134241,
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",
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@inproceedings{bb134242,
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#TT130260"}
@inproceedings{bb134243,
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",
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@inproceedings{bb134244,
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",
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@inproceedings{bb134245,
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#TT130263"}
@inproceedings{bb134246,
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#TT130264"}
@inproceedings{bb134247,
AUTHOR = "Wang, Y.F. and Deng, S.Y. and Yuan, K.H. and Schaefer, G. and Liu, X. 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{bb134248,
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",
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@inproceedings{bb134249,
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#TT130267"}
@inproceedings{bb134250,
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{bb134251,
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{bb134252,
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{bb134253,
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{bb134254,
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",
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@inproceedings{bb134255,
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#TT130273"}
@inproceedings{bb134256,
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{bb134257,
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{bb134258,
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{bb134259,
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,
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@inproceedings{bb134260,
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#TT130278"}
@inproceedings{bb134261,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130279"}
@inproceedings{bb134262,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130280"}
@inproceedings{bb134263,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130281"}
@inproceedings{bb134264,
AUTHOR = "Hasany, S.N. and Petitjean, C. and Meriaudeau, F.",
TITLE = "Seg-XRes-CAM: Explaining Spatially Local Regions in Image
Segmentation",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3733-3738",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130282"}
@inproceedings{bb134265,
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#TT130283"}
@inproceedings{bb134266,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130284"}
@inproceedings{bb134267,
AUTHOR = "Sovatzidi, G. and Vasilakakis, M.D. and Iakovidis, D.K.",
TITLE = "Automatic Fuzzy Graph Construction For Interpretable Image
Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3743-3747",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130285"}
@inproceedings{bb134268,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130286"}
@inproceedings{bb134269,
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",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:361-377",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130287"}
@inproceedings{bb134270,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130288"}
@inproceedings{bb134271,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130289"}
@inproceedings{bb134272,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130290"}
@inproceedings{bb134273,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130291"}
@inproceedings{bb134274,
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#TT130292"}
@inproceedings{bb134275,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130293"}
@inproceedings{bb134276,
AUTHOR = "Motzkus, F. and Weber, L. and Lapuschkin, S.",
TITLE = "Measurably Stronger Explanation Reliability Via Model Canonization",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "516-520",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130294"}
@inproceedings{bb134277,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130295"}
@inproceedings{bb134278,
AUTHOR = "Paiss, R. and Chefer, H. and Wolf, L.B.",
TITLE = "No Token Left Behind: Explainability-Aided Image Classification and
Generation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:334-350",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130296"}
@inproceedings{bb134279,
AUTHOR = "Khorram, S. and Li, F.X.",
TITLE = "Cycle-Consistent Counterfactuals by Latent Transformations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10193-10202",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130297"}
@inproceedings{bb134280,
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",
PAGES = "21-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130298"}
@inproceedings{bb134281,
AUTHOR = "Hepburn, A. and Santos Rodriguez, R.",
TITLE = "Explainers in the Wild: Making Surrogate Explainers Robust to
Distortions Through Perception",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3717-3721",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130299"}
@inproceedings{bb134282,
AUTHOR = "Palacio, S. and Lucieri, A. and Munir, M. and Ahmed, S. and Hees, J. and Dengel, A.",
TITLE = "XAI Handbook: Towards a Unified Framework for Explainable AI",
BOOKTITLE = RPRMI21,
YEAR = "2021",
PAGES = "3759-3768",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130300"}
@inproceedings{bb134283,
AUTHOR = "Vierling, A. and James, C. and Berns, K. and Katsaouni, N.",
TITLE = "Provable Translational Robustness for Object Detection With
Convolutional Neural Networks",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "694-698",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130301"}
@inproceedings{bb134284,
AUTHOR = "Ortega, A. and Fierrez, J. and Morales, A. and Wang, Z.L. and Ribeiro, T.",
TITLE = "Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair
and Explainable Automatic Recruitment",
BOOKTITLE = WACVW21,
YEAR = "2021",
PAGES = "78-87",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130302"}
@inproceedings{bb134285,
AUTHOR = "Kwon, H.J. and Koo, H.I. and Cho, N.I.",
TITLE = "Improving Explainability of Integrated Gradients with Guided
Non-Linearity",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "385-391",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130303"}
@inproceedings{bb134286,
AUTHOR = "Fuhl, W. and Rong, Y. and Motz, T. and Scheidt, M. and Hartel, A. and Koch, A. and Kasneci, E.",
TITLE = "Explainable Online Validation of Machine Learning Models for
Practical Applications",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3304-3311",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130304"}
@inproceedings{bb134287,
AUTHOR = "Manttari, J. and Broome, S. and Folkesson, J. and Kjellstrom, H.",
TITLE = "Interpreting Video Features: A Comparison of 3d Convolutional Networks
and Convolutional LSTM Networks",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "V:411-426",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130305"}
@inproceedings{bb134288,
AUTHOR = "Oussalah, M.",
TITLE = "Ai Explainability. A Bridge Between Machine Vision and Natural Language
Processing",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "257-273",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130306"}
@inproceedings{bb134289,
AUTHOR = "Petkovic, D. and Alavi, A. and Cai, D. and Wong, M.",
TITLE = "Random Forest Model and Sample Explainer for Non-experts in Machine
Learning: Two Case Studies",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "62-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130307"}
@inproceedings{bb134290,
AUTHOR = "Muddamsetty, S.M. and Jahromi, M.N.S. and Moeslund, T.B.",
TITLE = "Expert Level Evaluations for Explainable Ai (XAI) Methods in the
Medical Domain",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "35-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130308"}
@inproceedings{bb134291,
AUTHOR = "Muddamsetty, S.M. and Mohammad, N.S.J. and Moeslund, T.B.",
TITLE = "SIDU: Similarity Difference And Uniqueness Method for Explainable AI",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3269-3273",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130309"}
@inproceedings{bb134292,
AUTHOR = "Sun, Y.C. and Chockler, H. and Huang, X.W. and Kroening, D.",
TITLE = "Explaining Image Classifiers Using Statistical Fault Localization",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVIII:391-406",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130310"}
@inproceedings{bb134293,
AUTHOR = "Choi, H. and Som, A. and Turaga, P.",
TITLE = "AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability
in Image Classification",
BOOKTITLE = Diff-CVML20,
YEAR = "2020",
PAGES = "3659-3666",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130311"}
@inproceedings{bb134294,
AUTHOR = "Parafita, A. and Vitria, J.",
TITLE = "Explaining Visual Models by Causal Attribution",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4167-4175",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130312"}
@inproceedings{bb134295,
AUTHOR = "Schlegel, U. and Arnout, H. and El Assady, M. and Oelke, D. and Keim, D.A.",
TITLE = "Towards A Rigorous Evaluation Of XAI Methods On Time Series",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4197-4201",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130313"}
@inproceedings{bb134296,
AUTHOR = "Fong, R.C. and Vedaldi, A.",
TITLE = "Interpretable Explanations of Black Boxes by Meaningful Perturbation",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "3449-3457",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130314"}
@inproceedings{bb134297,
AUTHOR = "Hossam, M. and Le, T. and Zhao, H. and Phung, D.",
TITLE = "Explain2Attack: Text Adversarial Attacks via Cross-Domain
Interpretability",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8922-8928",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130315"}
@inproceedings{bb134298,
AUTHOR = "Plummer, B.A. and Vasileva, M.I. and Petsiuk, V. and Saenko, K. and Forsyth, D.A.",
TITLE = "Why Do These Match? Explaining the Behavior of Image Similarity Models",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XI:652-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130316"}
@inproceedings{bb134299,
AUTHOR = "Cheng, X. and Rao, Z. and Chen, Y. and Zhang, Q.",
TITLE = "Explaining Knowledge Distillation by Quantifying the Knowledge",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12922-12932",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130317"}
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