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        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#TT132613"}

@inproceedings{bb136601,
        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#TT132614"}

@inproceedings{bb136602,
        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#TT132615"}

@inproceedings{bb136603,
        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#TT132616"}

@inproceedings{bb136604,
        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#TT132617"}

@inproceedings{bb136605,
        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#TT132618"}

@inproceedings{bb136606,
        AUTHOR = "Wang, Y.F. and Deng, S.Y. and Yuan, K.H. and Schaefer, G. and Liu, X.Y. and Fang, H.",
        TITLE = "A Novel Class Activation Map for Visual Explanations in Multi-Object
Scenes",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2615-2619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT132619"}

@inproceedings{bb136607,
        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#TT132620"}

@inproceedings{bb136608,
        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#TT132621"}

@inproceedings{bb136609,
        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#TT132622"}

@inproceedings{bb136610,
        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#TT132623"}

@inproceedings{bb136611,
        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#TT132624"}

@inproceedings{bb136612,
        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#TT132625"}

@inproceedings{bb136613,
        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#TT132626"}

@inproceedings{bb136614,
        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#TT132627"}

@inproceedings{bb136615,
        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#TT132628"}

@inproceedings{bb136616,
        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#TT132629"}

@inproceedings{bb136617,
        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#TT132630"}

@inproceedings{bb136618,
        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#TT132631"}

@inproceedings{bb136619,
        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#TT132632"}

@inproceedings{bb136620,
        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#TT132633"}

@inproceedings{bb136621,
        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#TT132634"}

@inproceedings{bb136622,
        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#TT132635"}

@inproceedings{bb136623,
        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#TT132636"}

@inproceedings{bb136624,
        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#TT132637"}

@inproceedings{bb136625,
        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#TT132638"}

@inproceedings{bb136626,
        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#TT132639"}

@inproceedings{bb136627,
        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#TT132640"}

@inproceedings{bb136628,
        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#TT132641"}

@inproceedings{bb136629,
        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#TT132642"}

@inproceedings{bb136630,
        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#TT132643"}

@inproceedings{bb136631,
        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#TT132644"}

@inproceedings{bb136632,
        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#TT132645"}

@inproceedings{bb136633,
        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#TT132646"}

@inproceedings{bb136634,
        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#TT132647"}

@inproceedings{bb136635,
        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#TT132648"}

@inproceedings{bb136636,
        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#TT132649"}

@inproceedings{bb136637,
        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#TT132650"}

@inproceedings{bb136638,
        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#TT132651"}

@inproceedings{bb136639,
        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",
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@inproceedings{bb136640,
        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",
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@inproceedings{bb136641,
        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",
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@inproceedings{bb136642,
        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",
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@inproceedings{bb136643,
        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#TT132656"}

@inproceedings{bb136644,
        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",
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@inproceedings{bb136645,
        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",
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@inproceedings{bb136646,
        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",
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@inproceedings{bb136647,
        AUTHOR = "Oussalah, M.",
        TITLE = "Ai Explainability. A Bridge Between Machine Vision and Natural Language
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        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "257-273",
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@inproceedings{bb136648,
        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#TT132661"}

@inproceedings{bb136649,
        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#TT132662"}

@inproceedings{bb136650,
        AUTHOR = "Muddamsetty, S.M. and Mohammad, N.S.J. and Moeslund, T.B.",
        TITLE = "SIDU: Similarity Difference And Uniqueness Method for Explainable AI",
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@inproceedings{bb136651,
        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",
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@inproceedings{bb136652,
        AUTHOR = "Choi, H. and Som, A. and Turaga, P.",
        TITLE = "AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability
in Image Classification",
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@inproceedings{bb136653,
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@inproceedings{bb136654,
        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",
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@inproceedings{bb136655,
        AUTHOR = "Fong, R.C. and Vedaldi, A.",
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@inproceedings{bb136656,
        AUTHOR = "Hossam, M. and Le, T. and Zhao, H. and Phung, D.",
        TITLE = "Explain2Attack: Text Adversarial Attacks via Cross-Domain
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@inproceedings{bb136657,
        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",
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        YEAR = "2020",
        PAGES = "XI:652-669",
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@inproceedings{bb136658,
        AUTHOR = "Cheng, X. and Rao, Z. and Chen, Y. and Zhang, Q.",
        TITLE = "Explaining Knowledge Distillation by Quantifying the Knowledge",
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