@inproceedings{bb137800,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133803"}
@inproceedings{bb137801,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133804"}
@inproceedings{bb137802,
AUTHOR = "Mehrpanah, A. and Englesson, E. and Azizpour, H.",
TITLE = "On Spectral Properties of Gradient-based Explanation Methods",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVII: 282-299",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133805"}
@inproceedings{bb137803,
AUTHOR = "Atote, B. and Sanchez, V.",
TITLE = "Enhanced Prototypical Part Network (EPPNet) for Explainable Image
Classification Via Prototypes",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "528-534",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133806"}
@inproceedings{bb137804,
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,
YEAR = "2024",
PAGES = "3938-3944",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133807"}
@inproceedings{bb137805,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133808"}
@inproceedings{bb137806,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133809"}
@inproceedings{bb137807,
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#TT133810"}
@inproceedings{bb137808,
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#TT133811"}
@inproceedings{bb137809,
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#TT133812"}
@inproceedings{bb137810,
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#TT133813"}
@inproceedings{bb137811,
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#TT133814"}
@inproceedings{bb137812,
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#TT133815"}
@inproceedings{bb137813,
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#TT133816"}
@inproceedings{bb137814,
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#TT133817"}
@inproceedings{bb137815,
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#TT133818"}
@inproceedings{bb137816,
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#TT133819"}
@inproceedings{bb137817,
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#TT133820"}
@inproceedings{bb137818,
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#TT133821"}
@inproceedings{bb137819,
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#TT133822"}
@inproceedings{bb137820,
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#TT133823"}
@inproceedings{bb137821,
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#TT133824"}
@inproceedings{bb137822,
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#TT133825"}
@inproceedings{bb137823,
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#TT133826"}
@inproceedings{bb137824,
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#TT133827"}
@inproceedings{bb137825,
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#TT133828"}
@inproceedings{bb137826,
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#TT133829"}
@inproceedings{bb137827,
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#TT133830"}
@inproceedings{bb137828,
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#TT133831"}
@inproceedings{bb137829,
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#TT133832"}
@inproceedings{bb137830,
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#TT133833"}
@inproceedings{bb137831,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133834"}
@inproceedings{bb137832,
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#TT133835"}
@inproceedings{bb137833,
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#TT133836"}
@inproceedings{bb137834,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133837"}
@inproceedings{bb137835,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133838"}
@inproceedings{bb137836,
AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
TITLE = "Adversarial Counterfactual Visual Explanations",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16425-16435",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133839"}
@inproceedings{bb137837,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133840"}
@inproceedings{bb137838,
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#TT133841"}
@inproceedings{bb137839,
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#TT133842"}
@inproceedings{bb137840,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133843"}
@inproceedings{bb137841,
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#TT133844"}
@inproceedings{bb137842,
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#TT133845"}
@inproceedings{bb137843,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133846"}
@inproceedings{bb137844,
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#TT133847"}
@inproceedings{bb137845,
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#TT133848"}
@inproceedings{bb137846,
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#TT133849"}
@inproceedings{bb137847,
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#TT133850"}
@inproceedings{bb137848,
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#TT133851"}
@inproceedings{bb137849,
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#TT133852"}
@inproceedings{bb137850,
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#TT133853"}
@inproceedings{bb137851,
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#TT133854"}
@inproceedings{bb137852,
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#TT133855"}
@inproceedings{bb137853,
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#TT133856"}
@inproceedings{bb137854,
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#TT133857"}
@inproceedings{bb137855,
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#TT133858"}
@inproceedings{bb137856,
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#TT133859"}
@inproceedings{bb137857,
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#TT133860"}
@inproceedings{bb137858,
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#TT133861"}
@inproceedings{bb137859,
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#TT133862"}
@inproceedings{bb137860,
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#TT133863"}
@inproceedings{bb137861,
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#TT133864"}
@inproceedings{bb137862,
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#TT133865"}
@inproceedings{bb137863,
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#TT133866"}
@inproceedings{bb137864,
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#TT133867"}
@inproceedings{bb137865,
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#TT133868"}
@inproceedings{bb137866,
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#TT133869"}
@inproceedings{bb137867,
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#TT133870"}
@inproceedings{bb137868,
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#TT133871"}
@inproceedings{bb137869,
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#TT133872"}
@inproceedings{bb137870,
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#TT133873"}
@inproceedings{bb137871,
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#TT133874"}
@inproceedings{bb137872,
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#TT133875"}
@inproceedings{bb137873,
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#TT133876"}
@inproceedings{bb137874,
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#TT133877"}
@inproceedings{bb137875,
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#TT133878"}
@inproceedings{bb137876,
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#TT133879"}
@inproceedings{bb137877,
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#TT133880"}
@inproceedings{bb137878,
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#TT133881"}
@inproceedings{bb137879,
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#TT133882"}
@inproceedings{bb137880,
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#TT133883"}
@inproceedings{bb137881,
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#TT133884"}
@inproceedings{bb137882,
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#TT133885"}
@inproceedings{bb137883,
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#TT133886"}
@inproceedings{bb137884,
AUTHOR = "Chen, Y.",
TITLE = "Nonparametric Learning Via Successive Subspace Modeling (SSM)",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3031-3032",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133887"}
@inproceedings{bb137885,
AUTHOR = "Shi, J.X. and Zhang, H.W. and Li, J.Z.",
TITLE = "Explainable and Explicit Visual Reasoning Over Scene Graphs",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8368-8376",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT133888"}
@article{bb137886,
AUTHOR = "Lowe, D.G.",
TITLE = "Three-Dimensional Object Recognition from Single
Two-Dimensional Images",
JOURNAL = AI,
VOLUME = "31",
YEAR = "1987",
NUMBER = "3",
MONTH = "March",
PAGES = "355-395",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133889"}
@inproceedings{bb137887,
AUTHOR = "Lowe, D.G.",
TITLE = "Visual Recognition from Spatial Correspondence and
Perceptual Organization",
BOOKTITLE = IJCAI85,
YEAR = "1985",
PAGES = "951-959",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133890"}
@article{bb137888,
AUTHOR = "Lowe, D.G.",
TITLE = "The Viewpoint Consistency Constraint",
JOURNAL = IJCV,
VOLUME = "1",
YEAR = "1987",
NUMBER = "1",
PAGES = "57-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133891"}
@article{bb137889,
AUTHOR = "Arbel, T. and Ferrie, F.P.",
TITLE = "On the Sequential Accumulation of Evidence",
JOURNAL = IJCV,
VOLUME = "43",
YEAR = "2001",
NUMBER = "3",
MONTH = "July",
PAGES = "205-230",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133892"}
@inproceedings{bb137890,
AUTHOR = "Arbel, T. and Ferrie, F.P.",
TITLE = "Informative Views and Sequential Recognition",
BOOKTITLE = ECCV96,
YEAR = "1996",
PAGES = "I:467-481",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133893"}
@article{bb137891,
AUTHOR = "Morsy, S. and Shaker, A.",
TITLE = "Evaluation of LiDAR-Derived Features Relevance and Training Data
Minimization for 3D Point Cloud Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133894"}
@inproceedings{bb137892,
AUTHOR = "El Ashmawy, N. and Shaker, A.",
TITLE = "Raster Vs. Point Cloud LiDAR Data Classification",
BOOKTITLE = Thematic14,
YEAR = "2014",
PAGES = "79-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133895"}
@inproceedings{bb137893,
AUTHOR = "El Ashmawy, N. and Shaker, A. and Yan, W.Y.",
TITLE = "Pixel Vs Object-Based Image Classification Techniques For Lidar
Intensity Data",
BOOKTITLE = Laser11,
YEAR = "2011",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133896"}
@inproceedings{bb137894,
AUTHOR = "Wirtz, S. and Haselich, M. and Paulus, D.",
TITLE = "Model-Based Recognition of Domino Tiles Using TGraphs",
BOOKTITLE = DAGM10,
YEAR = "2010",
PAGES = "101-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133897"}
@inproceedings{bb137895,
AUTHOR = "Mackworth, A.K.",
TITLE = "Quick and Clean: Constraint-Based Vision for Situated Robots",
BOOKTITLE = ICIP96,
YEAR = "1996",
PAGES = "II: 789-792",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133898"}
@inproceedings{bb137896,
AUTHOR = "Kuan, D.T. and Shariat, H. and Dutta, K. and Ransil, P.",
TITLE = "A Constraint-Based System for Interpretation of Aerial Imagery",
BOOKTITLE = ICCV88,
YEAR = "1988",
PAGES = "601-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133899"}
@inproceedings{bb137897,
AUTHOR = "Kuan, D.T. and Shariat, H. and Dutta, K. and Ransil, P.",
TITLE = "A Constraint-Based System for Interpretation of Aerial Imagery",
BOOKTITLE = DARPA89,
YEAR = "1989",
PAGES = "332-352",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133899"}
@inproceedings{bb137898,
AUTHOR = "Mundy, J.L. and Joynson, R.",
TITLE = "Constraint-Based Modeling",
BOOKTITLE = DARPA89,
YEAR = "1989",
PAGES = "425-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT133900"}
@article{bb137899,
AUTHOR = "Nagao, M.",
TITLE = "Control strategies in pattern analysis",
JOURNAL = PR,
VOLUME = "17",
YEAR = "1984",
NUMBER = "1",
PAGES = "45-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT133901"}
Last update:Oct 8, 2026 at 11:03:09