@inproceedings{bb134800,
        AUTHOR = "Tao, R. and Chen, H. and Savvides, M.",
        TITLE = "Boosting Transductive Few-Shot Fine-tuning with Margin-based
Uncertainty Weighting and Probability Regularization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15752-15761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130817"}

@inproceedings{bb134801,
        AUTHOR = "Shen, T.Y. and Lee, C. and Narayanan, V.",
        TITLE = "Multi-Exit Vision Transformer with Custom Fine-Tuning for
Fine-Grained Image Recognition",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2830-2834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130818"}

@inproceedings{bb134802,
        AUTHOR = "Liu, Z.Q. and Xu, Y. and Ji, X.Y. and Chan, A.B.",
        TITLE = "TWINS: A Fine-Tuning Framework for Improved Transferability of
Adversarial Robustness and Generalization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16436-16446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130819"}

@inproceedings{bb134803,
        AUTHOR = "Park, H. and Park, J. and Teoh, A.B.J.",
        TITLE = "Open-Set Face Identification on Few-Shot Gallery by Fine-Tuning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1026-1032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130820"}

@inproceedings{bb134804,
        AUTHOR = "Xu, H. and Kang, N. and Zhang, G. and Xie, C.L. and Liang, X.D. and Li, Z.G.",
        TITLE = "NASOA:
Towards Faster Task-Oriented Online Fine-Tuning with a Zoo of Models",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5077-5086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130821"}

@inproceedings{bb134805,
        AUTHOR = "Chamand, B. and Risser Maroix, O. and Kurtz, C. and Joly, P. and Lomenie, N.",
        TITLE = "Fine-Tune Your Classifier: Finding Correlations with Temperature",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2766-2770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130822"}

@inproceedings{bb134806,
        AUTHOR = "Shon, H. and Lee, J. and Kim, S.H. and Kim, J.",
        TITLE = "DLCFT: Deep Linear Continual Fine-Tuning for General Incremental
Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXIII:513-529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130823"}

@inproceedings{bb134807,
        AUTHOR = "Jie, S. and Deng, Z.H. and Li, Z.H.",
        TITLE = "Alleviating Representational Shift for Continual Fine-tuning",
        BOOKTITLE = CLVision22,
        YEAR = "2022",
        PAGES = "3809-3818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130824"}

@inproceedings{bb134808,
        AUTHOR = "Hu, S.X. and Li, D. and Stuhmer, J. and Kim, M.Y. and Hospedales, T.M.",
        TITLE = "Pushing the Limits of Simple Pipelines for Few-Shot Learning:
External Data and Fine-Tuning Make a Difference",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9058-9067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130825"}

@inproceedings{bb134809,
        AUTHOR = "Wortsman, M. and Ilharco, G. and Kim, J.W. and Li, M. and Kornblith, S. and Roelofs, R. and Lopes, R.G. and Hajishirzi, H. and Farhadi, A. and Namkoong, H. and Schmidt, L.",
        TITLE = "Robust fine-tuning of zero-shot models",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7949-7961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130826"}

@inproceedings{bb134810,
        AUTHOR = "Zhang, L. and Shen, L. and Ding, L. and Tao, D.C. and Duan, L.Y.",
        TITLE = "Fine-tuning Global Model via Data-Free Knowledge Distillation for
Non-IID Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10164-10173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130827"}

@inproceedings{bb134811,
        AUTHOR = "Cao, Y.T. and Shi, Y. and Yu, B.S. and Wang, J.Y. and Tao, D.C.",
        TITLE = "Knowledge-Aware Federated Active Learning with Non-IID Data",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22222-22232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130828"}

@inproceedings{bb134812,
        AUTHOR = "Suzuki, S. and Takeda, S. and Tanida, R. and Kimata, H. and Shouno, H.",
        TITLE = "Knowledge Transferred Fine-Tuning for Anti-Aliased Convolutional
Neural Network in Data-Limited Situation",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "864-868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130829"}

@inproceedings{bb134813,
        AUTHOR = "Achille, A. and Golatkar, A. and Ravichandran, A. and Polito, M. and Soatto, S.",
        TITLE = "LQF: Linear Quadratic Fine-Tuning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15724-15734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130830"}

@inproceedings{bb134814,
        AUTHOR = "Sadhukhan, R. and Saha, A. and Mukhopadhyay, J. and Patra, A.",
        TITLE = "Knowledge Distillation Inspired Fine-Tuning Of Tucker Decomposed CNNS
and Adversarial Robustness Analysis",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1876-1880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130831"}

@inproceedings{bb134815,
        AUTHOR = "Li, Q. and Mai, L. and Alcorn, M.A. and Nguyen, A.",
        TITLE = "A Cost-effective Method for Improving and Re-purposing Large,
Pre-trained GANs by Fine-tuning Their Class-embeddings",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:526-541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130832"}

@inproceedings{bb134816,
        AUTHOR = "Tanveer, M.S. and Khan, M.U.K. and Kyung, C.M.",
        TITLE = "Fine-Tuning DARTS for Image Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4789-4796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130833"}

@inproceedings{bb134817,
        AUTHOR = "Protopapadakis, E. and Doulamis, A. and Doulamis, N. and Maltezos, E.",
        TITLE = "Semi-supervised Fine-tuning for Deep Learning Models in Remote Sensing
Applications",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:719-730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130834"}

@inproceedings{bb134818,
        AUTHOR = "Guo, Y.H. and Shi, H.H. and Kumar, A. and Grauman, K. and Rosing, T. and Feris, R.S.",
        TITLE = "SpotTune: Transfer Learning Through Adaptive Fine-Tuning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4800-4809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130835"}

@inproceedings{bb134819,
        AUTHOR = "Gui, L.Y. and Gui, L. and Wang, Y.X. and Morency, L.P. and Moura, J.M.F.",
        TITLE = "Factorized Convolutional Networks:
Unsupervised Fine-Tuning for Image Clustering",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1205-1214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130836"}

@inproceedings{bb134820,
        AUTHOR = "Ge, W. and Yu, Y.",
        TITLE = "Borrowing Treasures from the Wealthy:
Deep Transfer Learning through Selective Joint Fine-Tuning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "10-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130837"}

@inproceedings{bb134821,
        AUTHOR = "Chu, B. and Madhavan, V. and Beijbom, O. and Hoffman, J. and Darrell, T.J.",
        TITLE = "Best Practices for Fine-Tuning Visual Classifiers to New Domains",
        BOOKTITLE = TASKCV16,
        YEAR = "2016",
        PAGES = "III: 435-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130838"}

@inproceedings{bb134822,
        AUTHOR = "Rosa, G. and Papa, J. and Marana, A. and Scheirer, W. and Cox, D.",
        TITLE = "Fine-Tuning Convolutional Neural Networks Using Harmony Search",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "683-690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT130839"}

@article{bb134823,
        AUTHOR = "Wellman, M.P. and Henrion, M.",
        TITLE = "Explaining 'explaining away'",
        JOURNAL = PAMI,
        VOLUME = "15",
        YEAR = "1993",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "287-292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130840"}

@article{bb134824,
        AUTHOR = "Montavon, G. and Lapuschkin, S. and Binder, A. and Samek, W. and Muller, K.R.",
        TITLE = "Explaining Nonlinear Classification Decisions with Deep Taylor
Decomposition",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "211-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130841"}

@inproceedings{bb134825,
        AUTHOR = "Lapuschkin, S. and Binder, A. and Montavon, G. and Muller, K.R. and Samek, W.",
        TITLE = "Analyzing Classifiers: Fisher Vectors and Deep Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2912-2920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130842"}

@article{bb134826,
        AUTHOR = "Jung, A. and Nardelli, P.H.J.",
        TITLE = "An Information-Theoretic Approach to Personalized Explainable Machine
Learning",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "825-829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130843"}

@article{bb134827,
        AUTHOR = "Munoz Romero, S. and Gorostiaga, A. and Soguero Ruiz, C. and Mora Jimenez, I. and Rojo Alvarez, J.L.",
        TITLE = "Informative variable identifier:
Expanding interpretability in feature selection",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130844"}

@article{bb134828,
        AUTHOR = "Kauffmann, J. and Muller, K.R. and Montavon, G.",
        TITLE = "Towards explaining anomalies:
A deep Taylor decomposition of one-class models",
        JOURNAL = PR,
        VOLUME = "101",
        YEAR = "2020",
        PAGES = "107198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130845"}

@article{bb134829,
        AUTHOR = "Yeom, S.K. and Seegerer, P. and Lapuschkin, S. and Binder, A. and Wiedemann, S. and Muller, K.R. and Samek, W.",
        TITLE = "Pruning by Explaining:
A Novel Criterion for Deep Neural Network Pruning",
        JOURNAL = PR,
        VOLUME = "115",
        YEAR = "2021",
        PAGES = "107899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130846"}

@article{bb134830,
        AUTHOR = "Pierrard, R. and Poli, J.P. and Hudelot, C.",
        TITLE = "Spatial relation learning for explainable image classification and
annotation in critical applications",
        JOURNAL = AI,
        VOLUME = "292",
        YEAR = "2021",
        PAGES = "103434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130847"}

@article{bb134831,
        AUTHOR = "Langer, M. and Oster, D. and Speith, T. and Hermanns, H. and Kastner, L. and Schmidt, E. and Sesing, A. and Baum, K.",
        TITLE = "What do we want from Explainable Artificial Intelligence (XAI)?:
A stakeholder perspective on XAI and a conceptual model guiding
interdisciplinary XAI research",
        JOURNAL = AI,
        VOLUME = "296",
        YEAR = "2021",
        PAGES = "103473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130848"}

@article{bb134832,
        AUTHOR = "Rio Torto, I. and Fernandes, K. and Teixeira, L.F.",
        TITLE = "Understanding the decisions of CNNs: An in-model approach",
        JOURNAL = PRL,
        VOLUME = "133",
        YEAR = "2020",
        PAGES = "373-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130849"}

@article{bb134833,
        AUTHOR = "Mokoena, T. and Celik, T. and Marivate, V.",
        TITLE = "Why is this an anomaly? Explaining anomalies using sequential
explanations",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130850"}

@article{bb134834,
        AUTHOR = "Anjomshoae, S. and Omeiza, D. and Jiang, L.",
        TITLE = "Context-based image explanations for deep neural networks",
        JOURNAL = IVC,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "104310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130851"}

@inproceedings{bb134835,
        AUTHOR = "Sattarzadeh, S. and Sudhakar, M. and Plataniotis, K.N.",
        TITLE = "SVEA: A Small-scale Benchmark for Validating the Usability of
Post-hoc Explainable AI Solutions in Image and Signal Recognition",
        BOOKTITLE = HTCV21,
        YEAR = "2021",
        PAGES = "4141-4150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130852"}

@article{bb134836,
        AUTHOR = "Zhang, Q.S. and Cheng, X. and Chen, Y. and Rao, Z.F.",
        TITLE = "Quantifying the Knowledge in a DNN to Explain Knowledge Distillation
for Classification",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5099-5113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130853"}

@article{bb134837,
        AUTHOR = "Teneggi, J. and Luster, A. and Sulam, J.",
        TITLE = "Fast Hierarchical Games for Image Explanations",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4494-4503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130854"}

@article{bb134838,
        AUTHOR = "Chattopadhyay, A. and Slocum, S. and Haeffele, B.D. and Vidal, R. and Geman, D.",
        TITLE = "Interpretable by Design:
Learning Predictors by Composing Interpretable Queries",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7430-7443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130855"}

@article{bb134839,
        AUTHOR = "Bandyapadhyay, S. and Fomin, F.V. and Golovach, P.A. and Lochet, W. and Purohit, N. and Simonov, K.",
        TITLE = "How to find a good explanation for clustering?",
        JOURNAL = AI,
        VOLUME = "322",
        YEAR = "2023",
        PAGES = "103948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130856"}

@article{bb134840,
        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#TT130857"}

@article{bb134841,
        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#TT130858"}

@article{bb134842,
        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#TT130859"}

@article{bb134843,
        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#TT130860"}

@article{bb134844,
        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#TT130861"}

@article{bb134845,
        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#TT130862"}

@article{bb134846,
        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#TT130863"}

@article{bb134847,
        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#TT130864"}

@article{bb134848,
        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#TT130865"}

@article{bb134849,
        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#TT130866"}

@article{bb134850,
        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#TT130867"}

@article{bb134851,
        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#TT130868"}

@article{bb134852,
        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#TT130869"}

@article{bb134853,
        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#TT130870"}

@article{bb134854,
        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#TT130871"}

@article{bb134855,
        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#TT130872"}

@article{bb134856,
        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#TT130873"}

@article{bb134857,
        AUTHOR = "Li, Y.S. and Liang, H.J. 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#TT130874"}

@article{bb134858,
        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#TT130875"}

@article{bb134859,
        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#TT130876"}

@article{bb134860,
        AUTHOR = "Sun, T.L. and Chen, H.N. 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#TT130877"}

@article{bb134861,
        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#TT130878"}

@article{bb134862,
        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#TT130879"}

@article{bb134863,
        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#TT130880"}

@article{bb134864,
        AUTHOR = "Hu, L.Y. and Jiang, M. and Dong, J.J. and Liu, X.Y. and He, Z.Y.",
        TITLE = "Interpretable categorical data clustering via hypothesis testing",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130881"}

@article{bb134865,
        AUTHOR = "Xu, A. and Li, Z. and Zhang, Y.K. and Wu, T.",
        TITLE = "Generating Image Counterfactuals in Deep Learning Models Without the
Aid of Generative Models",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1495-1499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130882"}

@article{bb134866,
        AUTHOR = "Zhou, P. and Tong, Q.H. and Chen, S. and Zhang, Y.Y. and Wu, X.D.",
        TITLE = "EACE: Explain Anomaly via Counterfactual Explanations",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130883"}

@article{bb134867,
        AUTHOR = "Choi, H. and Jin, S. and Han, K.",
        TITLE = "ICEv2: Interpretability, Comprehensiveness, and Explainability in
Vision Transformer",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2487-2504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130884"}

@article{bb134868,
        AUTHOR = "Wang, C. and Chen, Y.H. and Liu, F. and Liu, Y.Y. and McCarthy, D.J. and Frazer, H. and Carneiro, G.",
        TITLE = "Mixture of Gaussian-Distributed Prototypes With Generative Modelling
for Interpretable and Trustworthy Image Recognition",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6974-6989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130885"}

@article{bb134869,
        AUTHOR = "Silva, M.G. and Madeira, S.C. and Henriques, R.",
        TITLE = "Cutting through the noise: Explaining residuals in multivariate time
series with motif analysis",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130886"}

@article{bb134870,
        AUTHOR = "Yue, L. and Liu, Q. and Du, Y. and Wang, L. and An, Y.Q. and Chen, E.",
        TITLE = "Towards Reliable and Faithful Explanations: A
Disentanglement-Augmented Approach for Selective Rationalization",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9906-9921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130887"}

@article{bb134871,
        AUTHOR = "Yuan, Y.C. and Huang, Z.A. and Li, P. and Fu, Y. and Zhao, X.M. and Shi, C.H. and Li, X.J. and Wu, X.",
        TITLE = "An Explanation Method Based on Interpretable Linear Model With Four
Key Characteristics",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6446-6460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130888"}

@article{bb134872,
        AUTHOR = "Zhang, W. and Zhang, H.R. and Zhang, X. and Shen, X.H. and Zou, L.",
        TITLE = "IP-CAM: Class activation mapping based on importance weights and
principal-component weights for better and simpler visual
explanations",
        JOURNAL = CVIU,
        VOLUME = "261",
        YEAR = "2025",
        PAGES = "104523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130889"}

@article{bb134873,
        AUTHOR = "Sarkar, S. and Bora, R.P. and Kaushal, B. and George, S.N. and Raja, K.",
        TITLE = "Assessing the noise robustness of Class Activation Maps:
A framework for reliable model interpretability",
        JOURNAL = IVC,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "105717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130890"}

@article{bb134874,
        AUTHOR = "Mao, R. and Cambria, E. and Li, Y. and Howard, N.",
        TITLE = "Explicable Artificial Intelligence for Affective Computing",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "40",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "5-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130891"}

@article{bb134875,
        AUTHOR = "Renero, J. and Maestre, R. and Ochoa, I.",
        TITLE = "ReX: Causal discovery based on machine learning and explainability
techniques",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130892"}

@article{bb134876,
        AUTHOR = "Auriemma Citarella, A. and Battistoni, P. and Coscarelli, C. and de Marco, F. and di Biasi, L. and Wang, M.Y.",
        TITLE = "EmbryoVision AI: An explainable deep learning framework for enhanced
blastocyst selection in assisted reproductive technologies",
        JOURNAL = IVC,
        VOLUME = "165",
        YEAR = "2026",
        PAGES = "105795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130893"}

@article{bb134877,
        AUTHOR = "Lu, Z.Y. and Lu, Y.G.",
        TITLE = "Interpretable image classification based on antifactual data",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130894"}

@article{bb134878,
        AUTHOR = "Cheng, D. and Xu, Z.Q. and Li, J. and Liu, L. and Yu, K. and Le, T.D. and Liu, J.",
        TITLE = "Linking model intervention to causal interpretation in model
explanation",
        JOURNAL = PR,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "112814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130895"}

@article{bb134879,
        AUTHOR = "Lu, C. and Zeng, J. and Xia, Y. and Cai, J.H. and Luo, S.H.",
        TITLE = "Energy-Based Model for Accurate Estimation of Shapley Values in
Feature Attribution",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2496-2513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130896"}

@article{bb134880,
        AUTHOR = "Lee, S. and Bin, H. and Han, S. and Cha, M.",
        TITLE = "Denoising attribution maps through gradient analysis of critical
parameters",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130897"}

@article{bb134881,
        AUTHOR = "Tarasyuk, O. and Gorbenko, A. and Rahman, T. and Jiao, L. and Granmo, O.C. and Shafik, R. and Yakovlev, A.",
        TITLE = "Learning dynamics, pattern recognition capability and
interpretability of the Tsetlin Machine",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "113028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130898"}

@article{bb134882,
        AUTHOR = "Bender, S. and Herrmann, J. and Muller, K.R. and Montavon, G.",
        TITLE = "Towards desiderata-driven design of visual counterfactual explainers",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130899"}

@article{bb134883,
        AUTHOR = "Zhu, D. and Wang, S. and Luo, P.",
        TITLE = "Uncovering spatial process heterogeneity from graph-based deep
spatial regression",
        JOURNAL = PandRS,
        VOLUME = "232",
        YEAR = "2026",
        PAGES = "509-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130900"}

@article{bb134884,
        AUTHOR = "Ji, Z. and Wei, R. and Liu, J. and Pang, Y.W. and Han, J.G.",
        TITLE = "Interpretable Few-Shot Image Classification via Prototypical
Concept-Guided Mixture of LoRA Experts",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "930-942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130901"}

@article{bb134885,
        AUTHOR = "Parola, M. and Alfeo, A.L. and Cimino, M.G.C.A.",
        TITLE = "Human-centered XAI via a Concept-Informed Prompt-based Validation
framework for saliency maps [CIProVa]",
        JOURNAL = IVC,
        VOLUME = "168",
        YEAR = "2026",
        PAGES = "105920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130902"}

@article{bb134886,
        AUTHOR = "Hu, Y. and Atta, Z. and Rahman, T.U. and Qiu, S. and Wang, J. and Wei, W. and Liang, Z.Y. and Zaheer, Q.",
        TITLE = "Shedding Light on Explainable AI: Insights, Challenges, and the
Future of Infrastructure Management",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "3",
        PAGES = "100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130903"}

@article{bb134887,
        AUTHOR = "Yang, Y.Q. and Liu, L. and Liu, Z.",
        TITLE = "Task-Driven learned image compression with explainability
preservation for image classification",
        JOURNAL = PRL,
        VOLUME = "203",
        YEAR = "2026",
        PAGES = "22-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130904"}

@inproceedings{bb134888,
        AUTHOR = "Heritier, M. and Mekhazni, D. and Leblond Menard, C. and Godbout, B. and Guilbaud, N. and Alehdaghi, M. and Granger, E.",
        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#TT130905"}

@inproceedings{bb134889,
        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#TT130906"}

@inproceedings{bb134890,
        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#TT130907"}

@inproceedings{bb134891,
        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#TT130908"}

@inproceedings{bb134892,
        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#TT130909"}

@inproceedings{bb134893,
        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#TT130910"}

@inproceedings{bb134894,
        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#TT130911"}

@inproceedings{bb134895,
        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#TT130912"}

@inproceedings{bb134896,
        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#TT130913"}

@inproceedings{bb134897,
        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#TT130914"}

@inproceedings{bb134898,
        AUTHOR = "Tan, H.X.",
        TITLE = "Evaluating Sensitivity Consistency of Explanations",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "182-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT130915"}

@inproceedings{bb134899,
        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#TT130916"}

Last update:Apr 23, 2026 at 15:05:02