@article{bb127800,
AUTHOR = "Chen, H.F. and Yang, L.P. and Wu, Q.S.",
TITLE = "Enhancing Land Cover Mapping and Monitoring: An Interactive and
Explainable Machine Learning Approach Using Google Earth Engine",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "18",
PAGES = "4585",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123874"}
@article{bb127801,
AUTHOR = "Jiao, L.M. and Yang, H.Y. and Wang, F. and Liu, Z.G. and Pan, Q.",
TITLE = "DTEC: Decision tree-based evidential clustering for interpretable
partition of uncertain data",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109846",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123875"}
@article{bb127802,
AUTHOR = "Roussel, C. and Bohm, K.",
TITLE = "Geospatial XAI: A Review",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "9",
PAGES = "355",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123876"}
@article{bb127803,
AUTHOR = "Patricio, C. and Neves, J.C. and Teixeira, L.F.",
TITLE = "Explainable Deep Learning Methods in Medical Image Classification: A
Survey",
JOURNAL = Surveys,
VOLUME = "56",
YEAR = "2023",
NUMBER = "4",
MONTH = "October",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123877"}
@article{bb127804,
AUTHOR = "Delaney, E. and Pakrashi, A. and Greene, D. and Keane, M.T.",
TITLE = "Counterfactual explanations for misclassified images: How human and
machine explanations differ",
JOURNAL = AI,
VOLUME = "324",
YEAR = "2023",
PAGES = "103995",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123878"}
@article{bb127805,
AUTHOR = "Posada Moreno, A.F. and Surya, N. and Trimpe, S.",
TITLE = "ECLAD: Extracting Concepts with Local Aggregated Descriptors",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110146",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123879"}
@article{bb127806,
AUTHOR = "Liu, P. and Wang, L. and Li, J.",
TITLE = "Unlocking the Potential of Explainable Artificial Intelligence in
Remote Sensing Big Data",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "23",
PAGES = "5448",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123880"}
@article{bb127807,
AUTHOR = "Yang, Y.Q. and Zhao, Y. and Cheng, Y.",
TITLE = "PRIME: Posterior Reconstruction of the Input for Model Explanations",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "202-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123881"}
@article{bb127808,
AUTHOR = "Wang, Z. and Zhang, W. and Liu, N. and Wang, J.Y.",
TITLE = "Learning Interpretable Rules for Scalable Data Representation and
Classification",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1121-1133",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123882"}
@article{bb127809,
AUTHOR = "Rong, Y. and Leemann, T. and Nguyen, T.T. and Fiedler, L. and Qian, P.Z. and Unhelkar, V. and Seidel, T. and Kasneci, G. and Kasneci, E.",
TITLE = "Towards Human-Centered Explainable AI:
A Survey of User Studies for Model Explanations",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2104-2122",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123883"}
@article{bb127810,
AUTHOR = "Vandersmissen, B. and Oramas, J.",
TITLE = "On the coherency of quantitative evaluation of visual explanations",
JOURNAL = CVIU,
VOLUME = "241",
YEAR = "2024",
PAGES = "103934",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123884"}
@article{bb127811,
AUTHOR = "Chen, X.Y. and Guttel, S.",
TITLE = "Fast and explainable clustering based on sorting",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110298",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123885"}
@article{bb127812,
AUTHOR = "Wulfert, L. and Kuhnel, J. and Krupp, L. and Viga, J. and Wiede, C. and Gembaczka, P. and Grabmaier, A.",
TITLE = "AIfES: A Next-Generation Edge AI Framework",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4519-4533",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123886"}
@article{bb127813,
AUTHOR = "Pelous, E. and Meger, N. and Benoit, A. and Atto, A. and Ienco, D. and Courteille, H. and Lin Kwong Chon, C.",
TITLE = "Explaining the decisions and the functioning of a convolutional
spatiotemporal land cover classifier with channel attention and
redescription mining",
JOURNAL = PandRS,
VOLUME = "215",
YEAR = "2024",
PAGES = "256-270",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123887"}
@article{bb127814,
AUTHOR = "Shang, Q.J. and Zheng, T. and Zhang, L.W. and Zhang, Y.C. and Ma, Z.",
TITLE = "Concept-Based Explanations for Millimeter Wave Radar Target
Recognition",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2640",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123888"}
@article{bb127815,
AUTHOR = "Zhang, H.W. and Torres, F. and Sicre, R. and Avrithis, Y. and Ayache, S.",
TITLE = "Opti-CAM: Optimizing saliency maps for interpretability",
JOURNAL = CVIU,
VOLUME = "248",
YEAR = "2024",
PAGES = "104101",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123889"}
@article{bb127816,
AUTHOR = "Tasneem, S. and Islam, K.A.",
TITLE = "Improve Adversarial Robustness of AI Models in Remote Sensing via
Data-Augmentation and Explainable-AI Methods",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3210",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123890"}
@article{bb127817,
AUTHOR = "Li, Y.S. and Liang, H. and Zheng, L.R.",
TITLE = "WB-LRP: Layer-wise relevance propagation with weight-dependent
baseline",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "110956",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123891"}
@article{bb127818,
AUTHOR = "Kuznietsov, A. and Gyevnar, B. and Wang, C. and Peters, S. and Albrecht, S.V.",
TITLE = "Explainable AI for Safe and Trustworthy Autonomous Driving: A
Systematic Review",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "19342-19364",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123892"}
@article{bb127819,
AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
TITLE = "Diffusion Models for Counterfactual Explanations",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104207",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123893"}
@article{bb127820,
AUTHOR = "Sun, T.L. and Chen, H. and Hu, G.S. and Zhao, C.R.",
TITLE = "Explainability-based knowledge distillation",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111095",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123894"}
@article{bb127821,
AUTHOR = "Bley, F. and Lapuschkin, S. and Samek, W. and Montavon, G.",
TITLE = "Explaining predictive uncertainty by exposing second-order effects",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111171",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123895"}
@article{bb127822,
AUTHOR = "Bello, M. and Amador, R. and Garcia, M.M. and del Ser, J. and Mesejo, P. and Cordon, O.",
TITLE = "The level of strength of an explanation: A quantitative evaluation
technique for post-hoc XAI methods",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111221",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123896"}
@article{bb127823,
AUTHOR = "Sreedharan, S. and Srivastava, S. and Kambhampati, S.",
TITLE = "Explain it as simple as possible, but no simpler: Explanation via
model simplification for addressing inferential gap",
JOURNAL = AI,
VOLUME = "340",
YEAR = "2025",
PAGES = "104279",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123897"}
@article{bb127824,
AUTHOR = "Hu, L. and Jiang, M. and Dong, J.J. and Liu, X. and He, Z.",
TITLE = "Interpretable categorical data clustering via hypothesis testing",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111364",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123898"}
@inproceedings{bb127825,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123899"}
@inproceedings{bb127826,
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#TT123900"}
@inproceedings{bb127827,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123901"}
@inproceedings{bb127828,
AUTHOR = "Sobieski, B. and Biecek, P.",
TITLE = "Global Counterfactual Directions",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXIII: 72-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123902"}
@inproceedings{bb127829,
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#TT123903"}
@inproceedings{bb127830,
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#TT123904"}
@inproceedings{bb127831,
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#TT123905"}
@inproceedings{bb127832,
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#TT123906"}
@inproceedings{bb127833,
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#TT123907"}
@inproceedings{bb127834,
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#TT123908"}
@inproceedings{bb127835,
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#TT123909"}
@inproceedings{bb127836,
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#TT123910"}
@inproceedings{bb127837,
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#TT123911"}
@inproceedings{bb127838,
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#TT123912"}
@inproceedings{bb127839,
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#TT123913"}
@inproceedings{bb127840,
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#TT123914"}
@inproceedings{bb127841,
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#TT123915"}
@inproceedings{bb127842,
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#TT123916"}
@inproceedings{bb127843,
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#TT123917"}
@inproceedings{bb127844,
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#TT123918"}
@inproceedings{bb127845,
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#TT123919"}
@inproceedings{bb127846,
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#TT123920"}
@inproceedings{bb127847,
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#TT123921"}
@inproceedings{bb127848,
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#TT123922"}
@inproceedings{bb127849,
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#TT123923"}
@inproceedings{bb127850,
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#TT123924"}
@inproceedings{bb127851,
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#TT123925"}
@inproceedings{bb127852,
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#TT123926"}
@inproceedings{bb127853,
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#TT123927"}
@inproceedings{bb127854,
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#TT123928"}
@inproceedings{bb127855,
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#TT123929"}
@inproceedings{bb127856,
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#TT123930"}
@inproceedings{bb127857,
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#TT123931"}
@inproceedings{bb127858,
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#TT123932"}
@inproceedings{bb127859,
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#TT123933"}
@inproceedings{bb127860,
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#TT123934"}
@inproceedings{bb127861,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT123935"}
@inproceedings{bb127862,
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#TT123936"}
@inproceedings{bb127863,
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#TT123937"}
@inproceedings{bb127864,
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#TT123938"}
@inproceedings{bb127865,
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#TT123939"}
@inproceedings{bb127866,
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#TT123940"}
@inproceedings{bb127867,
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#TT123941"}
@inproceedings{bb127868,
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#TT123942"}
@inproceedings{bb127869,
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#TT123943"}
@inproceedings{bb127870,
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#TT123944"}
@inproceedings{bb127871,
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#TT123945"}
@inproceedings{bb127872,
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#TT123946"}
@inproceedings{bb127873,
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#TT123947"}
@inproceedings{bb127874,
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#TT123948"}
@inproceedings{bb127875,
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#TT123949"}
@inproceedings{bb127876,
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#TT123950"}
@inproceedings{bb127877,
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#TT123951"}
@inproceedings{bb127878,
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#TT123952"}
@inproceedings{bb127879,
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#TT123953"}
@inproceedings{bb127880,
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#TT123954"}
@inproceedings{bb127881,
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#TT123955"}
@inproceedings{bb127882,
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#TT123956"}
@inproceedings{bb127883,
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#TT123957"}
@inproceedings{bb127884,
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#TT123958"}
@inproceedings{bb127885,
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#TT123959"}
@inproceedings{bb127886,
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#TT123960"}
@inproceedings{bb127887,
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#TT123961"}
@inproceedings{bb127888,
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#TT123962"}
@inproceedings{bb127889,
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#TT123963"}
@inproceedings{bb127890,
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#TT123964"}
@inproceedings{bb127891,
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#TT123965"}
@inproceedings{bb127892,
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#TT123966"}
@inproceedings{bb127893,
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#TT123967"}
@inproceedings{bb127894,
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#TT123968"}
@inproceedings{bb127895,
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#TT123969"}
@inproceedings{bb127896,
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#TT123970"}
@inproceedings{bb127897,
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#TT123971"}
@inproceedings{bb127898,
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#TT123972"}
@inproceedings{bb127899,
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#TT123973"}
Last update:Mar 29, 2025 at 10:46:14