@inproceedings{bb120200, 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#TT116341"} @inproceedings{bb120201, 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#TT116342"} @inproceedings{bb120202, 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#TT116343"} @inproceedings{bb120203, 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#TT116344"} @inproceedings{bb120204, 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#TT116345"} @inproceedings{bb120205, 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#TT116346"} @inproceedings{bb120206, 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#TT116347"} @inproceedings{bb120207, 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#TT116348"} @inproceedings{bb120208, 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#TT116349"} @inproceedings{bb120209, 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#TT116350"} @inproceedings{bb120210, 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#TT116351"} @inproceedings{bb120211, 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#TT116352"} @inproceedings{bb120212, 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#TT116353"} @inproceedings{bb120213, 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#TT116354"} @inproceedings{bb120214, AUTHOR = "Wang, H. 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#TT116355"} @inproceedings{bb120215, 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#TT116356"} @inproceedings{bb120216, 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#TT116357"} @inproceedings{bb120217, 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#TT116358"} @inproceedings{bb120218, 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#TT116359"} @inproceedings{bb120219, 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#TT116360"} @inproceedings{bb120220, 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#TT116361"} @inproceedings{bb120221, AUTHOR = "Yang, Y. and Panagopoulou, A. and Zhou, S. 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#TT116362"} @inproceedings{bb120222, 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#TT116363"} @inproceedings{bb120223, 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#TT116364"} @inproceedings{bb120224, 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#TT116365"} @inproceedings{bb120225, AUTHOR = "Zhao, Z.X. and Zhang, J.S. and Bai, H. 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#TT116366"} @inproceedings{bb120226, 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#TT116367"} @inproceedings{bb120227, 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#TT116368"} @inproceedings{bb120228, 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#TT116369"} @inproceedings{bb120229, 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#TT116370"} @inproceedings{bb120230, 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#TT116371"} @inproceedings{bb120231, 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#TT116372"} @inproceedings{bb120232, 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#TT116373"} @inproceedings{bb120233, 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#TT116374"} @inproceedings{bb120234, 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#TT116375"} @inproceedings{bb120235, 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#TT116376"} @inproceedings{bb120236, 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#TT116377"} @inproceedings{bb120237, 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#TT116378"} @inproceedings{bb120238, 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#TT116379"} @inproceedings{bb120239, 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#TT116380"} @inproceedings{bb120240, 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#TT116381"} @inproceedings{bb120241, 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#TT116382"} @inproceedings{bb120242, 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#TT116383"} @inproceedings{bb120243, 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#TT116384"} @inproceedings{bb120244, 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#TT116385"} @inproceedings{bb120245, 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#TT116386"} @inproceedings{bb120246, 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#TT116387"} @inproceedings{bb120247, 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#TT116388"} @inproceedings{bb120248, 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#TT116389"} @inproceedings{bb120249, 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#TT116390"} @inproceedings{bb120250, 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#TT116391"} @inproceedings{bb120251, 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#TT116392"} @inproceedings{bb120252, 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#TT116393"} @inproceedings{bb120253, 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#TT116394"} @inproceedings{bb120254, 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#TT116395"} @inproceedings{bb120255, 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#TT116396"} @inproceedings{bb120256, 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#TT116397"} @inproceedings{bb120257, 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#TT116398"} @inproceedings{bb120258, 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#TT116399"} @inproceedings{bb120259, 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#TT116400"} @inproceedings{bb120260, 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#TT116401"} @inproceedings{bb120261, 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#TT116402"} @inproceedings{bb120262, 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#TT116403"} @inproceedings{bb120263, 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#TT116404"} @inproceedings{bb120264, 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#TT116405"} @article{bb120265, AUTHOR = "Yu, R.N. and Liu, S.H. and Wang, X.C.", TITLE = "Dataset Distillation: A Comprehensive Review", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "150-170", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116406"} @article{bb120266, AUTHOR = "Lei, S. and Tao, D.C.", TITLE = "A Comprehensive Survey of Dataset Distillation", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "17-32", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116407"} @inproceedings{bb120267, AUTHOR = "Zhu, D.Y. and Fang, Y.B. and Lei, B. and Xie, Y.Q. and Xu, D.K. and Zhang, J. and Zhang, R.", TITLE = "Rethinking Data Distillation: Do Not Overlook Calibration", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4912-4922", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116408"} @inproceedings{bb120268, AUTHOR = "van Noord, N.", TITLE = "Prototype-based Dataset Comparison", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1944-1954", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116409"} @inproceedings{bb120269, AUTHOR = "Sajedi, A. and Khaki, S. and Amjadian, E. and Liu, L.Z. and Lawryshyn, Y.A. and Plataniotis, K.N.", TITLE = "DataDAM: Efficient Dataset Distillation with Attention Matching", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17051-17061", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116410"} @inproceedings{bb120270, AUTHOR = "Zhou, D. and Wang, K. and Gu, J.Y. and Peng, X.Y. and Lian, D.Z. and Zhang, Y.F. and You, Y. and Feng, J.S.", TITLE = "Dataset Quantization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17159-17170", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116411"} @inproceedings{bb120271, AUTHOR = "Liu, Y.Q. and Gu, J.Y. and Wang, K. and Zhu, Z. and Jiang, W. and You, Y.", TITLE = "DREAM: Efficient Dataset Distillation by Representative Matching", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17268-17278", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116412"} @inproceedings{bb120272, AUTHOR = "Liu, S. and Wang, X.C.", TITLE = "Few-Shot Dataset Distillation via Translative Pre-Training", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18608-18618", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116413"} @inproceedings{bb120273, AUTHOR = "Mazumder, A. and Baruah, T. and Singh, A.K. and Murthy, P.K. and Pattanaik, V. and Rathore, P.", TITLE = "DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets", BOOKTITLE = VIPriors23, YEAR = "2023", PAGES = "187-195", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116414"} @inproceedings{bb120274, AUTHOR = "Zhang, L. and Zhang, J. and Lei, B. and Mukherjee, S. and Pan, X. and Zhao, B. and Ding, C. and Li, Y. and Xu, D.", TITLE = "Accelerating Dataset Distillation via Model Augmentation", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "11950-11959", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116415"} @inproceedings{bb120275, AUTHOR = "Cazenavette, G. and Wang, T.Z. and Torralba, A. and Efros, A.A. and Zhu, J.Y.", TITLE = "Generalizing Dataset Distillation via Deep Generative Prior", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3739-3748", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116416"} @inproceedings{bb120276, AUTHOR = "Wang, Z.J. and Yang, W.B. and Liu, Z.S. and Chen, Q. and Ni, J.C. and Jia, Z.", TITLE = "Gift from Nature: Potential Energy Minimization for Explainable Dataset Distillation", BOOKTITLE = MLCSA22, YEAR = "2022", PAGES = "240-255", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116417"} @inproceedings{bb120277, AUTHOR = "Cazenavette, G. and Wang, T.Z. and Torralba, A. and Efros, A.A. and Zhu, J.Y.", TITLE = "Dataset Distillation by Matching Training Trajectories", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10708-10717", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116418"} @inproceedings{bb120278, AUTHOR = "Zhu, J.Y. and Efros, A.A. and Torralba, A. and Wang, T.Z. and Cazenavette, G.", TITLE = "Dataset Distillation by Matching Training Trajectories", BOOKTITLE = VDU22, YEAR = "2022", PAGES = "4749-4758", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116418"} @article{bb120279, AUTHOR = "Tajbakhsh, N. and Shin, J.Y. and Gurudu, S.R. and Hurst, R.T. and Kendall, C.B. and Gotway, M.B. and Liang, J.", TITLE = "Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?", JOURNAL = MedImg, VOLUME = "35", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "1299-1312", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116419"} @inproceedings{bb120280, AUTHOR = "Shin, J.Y. and Tajbakhsh, N. and Hurst, R.T. and Kendall, C.B. and Liang, J.", TITLE = "Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "2526-2535", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116420"} @inproceedings{bb120281, AUTHOR = "Zhou, Z. and Shin, J. and Zhang, L. and Gurudu, S. and Gotway, M.B. and Liang, J.", TITLE = "Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "4761-4772", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116421"} @article{bb120282, AUTHOR = "Zheng, Y. and Wang, R.G. and Yang, J. and Xue, L.X. and Hu, M.", TITLE = "Principal characteristic networks for few-shot learning", JOURNAL = JVCIR, VOLUME = "59", YEAR = "2019", PAGES = "563-573", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116422"} @article{bb120283, AUTHOR = "Yang, H.D. and Kang, X.Y. and Liu, L. and Liu, Y.J. and Huang, Z.L.", TITLE = "SAR-HUB: Pre-Training, Fine-Tuning, and Explaining", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "23", PAGES = "5534", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116423"} @article{bb120284, AUTHOR = "Li, X. and Fang, M. and Li, H. and Wu, J.Q.", TITLE = "Zero shot learning based on class visual prototypes and semantic consistency", JOURNAL = PRL, VOLUME = "135", YEAR = "2020", PAGES = "368-374", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116424"} @article{bb120285, AUTHOR = "Li, X. and Fang, M. and Li, H. and Wu, J.Q.", TITLE = "Learning discriminative and meaningful samples for generalized zero shot classification", JOURNAL = SP:IC, VOLUME = "87", YEAR = "2020", PAGES = "115920", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116425"} @article{bb120286, AUTHOR = "Li, X. and Fang, M. and Chen, B.", TITLE = "Generalized zero-shot classification via iteratively generating and selecting unseen samples", JOURNAL = SP:IC, VOLUME = "92", YEAR = "2021", PAGES = "116115", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116426"} @article{bb120287, AUTHOR = "Zhai, Z.B. and Li, X. and Chang, Z.H.", TITLE = "Center-VAE with discriminative and semantic-relevant fine-tuning features for generalized zero-shot learning", JOURNAL = SP:IC, VOLUME = "111", YEAR = "2023", PAGES = "116897", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116427"} @article{bb120288, AUTHOR = "Pang, S. and He, X. and Hao, W.Y. and Long, Y.", TITLE = "Feature fine-tuning and attribute representation transformation for zero-shot learning", JOURNAL = CVIU, VOLUME = "236", YEAR = "2023", PAGES = "103811", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116428"} @inproceedings{bb120289, AUTHOR = "Goyal, S. and Kumar, A. and Garg, S. and Kolter, Z. and Raghunathan, A.", TITLE = "Finetune like you pretrain: Improved finetuning of zero-shot vision models", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "19338-19347", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116429"} @inproceedings{bb120290, AUTHOR = "Han, C. and Wang, Q.F. and Cui, Y.M. and Cao, Z.W. and Wang, W.G. and Qi, S.Y. and Liu, D.F.", TITLE = "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17445-17456", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116430"} @inproceedings{bb120291, AUTHOR = "Jie, S. and Wang, H.Q. and Deng, Z.H.", TITLE = "Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17171-17180", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116431"} @inproceedings{bb120292, AUTHOR = "Yang, Y.Q. and Huang, L.K. and Wei, Y.", TITLE = "Concept-wise Fine-tuning Matters in Preventing Negative Transfer", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18707-18717", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116432"} @inproceedings{bb120293, AUTHOR = "Li, H. and Fowlkes, C. and Yang, H. and Dabeer, O. and Tu, Z.W. and Soatto, S.", TITLE = "Guided Recommendation for Model Fine-Tuning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3633-3642", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116433"} @inproceedings{bb120294, AUTHOR = "Wang, J.Y. and Xu, Y.H. and Hu, J. and Yan, M. and Sang, J. and Qian, Q.", TITLE = "Improved Visual Fine-tuning with Natural Language Supervision", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11865-11875", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116434"} @inproceedings{bb120295, AUTHOR = "Tian, J.J. and Dai, X.L. and Ma, C.Y. and He, Z.C. and Liu, Y.C. and Kira, Z.", TITLE = "Trainable Projected Gradient Method for Robust Fine-Tuning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7836-7845", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116435"} @inproceedings{bb120296, AUTHOR = "Zhou, N. and Chen, J.X. and Huang, D.", TITLE = "DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1547-1556", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116436"} @inproceedings{bb120297, AUTHOR = "Singh, A. and Sarangmath, K. and Chattopadhyay, P. and Hoffman, J.", TITLE = "Benchmarking Low-Shot Robustness to Natural Distribution Shifts", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "16186-16196", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116437"} @inproceedings{bb120298, AUTHOR = "Xie, E. and Yao, L.W. and Shi, H. and Liu, Z. and Zhou, D. and Liu, Z.Q. and Li, J.W. and Li, Z.G.", TITLE = "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4207-4216", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116438"} @inproceedings{bb120299, AUTHOR = "Liu, T.Y. and Soatto, S.", TITLE = "Tangent Model Composition for Ensembling and Continual Fine-tuning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18630-18640", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116439"}