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TITLE = "OCTET: Object-aware Counterfactual Explanations",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15062-15071",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT129579"}
@inproceedings{bb133560,
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#TT129580"}
@inproceedings{bb133561,
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#TT129581"}
@inproceedings{bb133562,
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#TT129582"}
@inproceedings{bb133563,
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#TT129583"}
@inproceedings{bb133564,
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#TT129584"}
@inproceedings{bb133565,
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#TT129585"}
@inproceedings{bb133566,
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#TT129586"}
@inproceedings{bb133567,
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#TT129587"}
@inproceedings{bb133568,
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#TT129588"}
@inproceedings{bb133569,
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#TT129589"}
@inproceedings{bb133570,
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#TT129590"}
@inproceedings{bb133571,
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#TT129591"}
@inproceedings{bb133572,
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#TT129592"}
@inproceedings{bb133573,
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#TT129593"}
@inproceedings{bb133574,
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#TT129594"}
@inproceedings{bb133575,
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#TT129595"}
@inproceedings{bb133576,
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#TT129596"}
@inproceedings{bb133577,
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#TT129597"}
@inproceedings{bb133578,
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#TT129598"}
@inproceedings{bb133579,
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#TT129599"}
@inproceedings{bb133580,
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#TT129600"}
@inproceedings{bb133581,
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#TT129601"}
@inproceedings{bb133582,
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#TT129602"}
@inproceedings{bb133583,
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#TT129603"}
@inproceedings{bb133584,
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#TT129604"}
@inproceedings{bb133585,
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#TT129605"}
@inproceedings{bb133586,
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#TT129606"}
@inproceedings{bb133587,
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#TT129607"}
@inproceedings{bb133588,
AUTHOR = "Haselhoff, A. and Kronenberger, J. and Kuppers, F. and Schneider, J.",
TITLE = "Towards Black-Box Explainability with Gaussian Discriminant Knowledge
Distillation",
BOOKTITLE = SAIAD21,
YEAR = "2021",
PAGES = "21-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT129608"}
@inproceedings{bb133589,
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#TT129609"}
@inproceedings{bb133590,
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#TT129610"}
@inproceedings{bb133591,
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#TT129611"}
@inproceedings{bb133592,
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#TT129612"}
@inproceedings{bb133593,
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#TT129613"}
@inproceedings{bb133594,
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#TT129614"}
@inproceedings{bb133595,
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{bb133596,
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#TT129616"}
@inproceedings{bb133597,
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#TT129617"}
@inproceedings{bb133598,
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#TT129618"}
@inproceedings{bb133599,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT129619"}
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