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TITLE = "Two is Better than One: Efficient Ensemble Defense for Robust and
Compact Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9696-9706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146414"}
@inproceedings{bb150464,
AUTHOR = "Du, S.H. and Qu, S.Q. and Wang, T.H. and Zhang, X.D. and Zhu, Y.W. and Mao, J. and Lu, F. and Lin, Q. and Chen, G.",
TITLE = "RCP-Bench: Benchmarking Robustness for Collaborative Perception Under
Diverse Corruptions",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "11908-11918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146415"}
@inproceedings{bb150465,
AUTHOR = "Li, X.J. and Zhao, Q.M. and Bisht, N. and Uddin, M.R. and Kim, J.Y. and Zhang, B. and Xu, M.",
TITLE = "DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10327-10337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146416"}
@inproceedings{bb150466,
AUTHOR = "Seo, S. and Han, B.H.",
TITLE = "Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "8379-8388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146417"}
@inproceedings{bb150467,
AUTHOR = "Blau, T. and Ganz, R. and Baskin, C. and Elad, M. and Bronstein, A.M.",
TITLE = "Class-Conditioned Transformation for Enhanced Robust Image
Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6538-6547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146418"}
@inproceedings{bb150468,
AUTHOR = "Xu, C.M. and Singh, G.",
TITLE = "Cross-input Certified Training for Universal Perturbations",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXV: 233-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146419"}
@inproceedings{bb150469,
AUTHOR = "Mirza, M.H. and Briglia, M.R. and Beadini, S. and Masi, I.",
TITLE = "Shedding More Light on Robust Classifiers Under the Lens of
Energy-based Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "III: 451-468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146420"}
@inproceedings{bb150470,
AUTHOR = "Jesslen, A. and Zhang, G.F. and Wang, A.T. and Ma, W.F. and Yuille, A.L. and Kortylewski, A.",
TITLE = "Novum: Neural Object Volumes for Robust Object Classification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IV: 264-281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146421"}
@inproceedings{bb150471,
AUTHOR = "Fang, J. and Zhang, Z.C. and Sun, J. and Fu, J. and He, H. and Liu, Y.L. and Ma, W.",
TITLE = "Improve Model Robustness in Less Time Than It Takes to Drink A Cup of
Coffee with Plug-and-play Robustness Plugins",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "I: 385-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146422"}
@inproceedings{bb150472,
AUTHOR = "Golpayegani, Z. and St Amant, P. and Bouguila, N.",
TITLE = "Clarifying Myths About the Relationship Between Shape Bias, Accuracy,
and Robustness",
BOOKTITLE = CRV23,
YEAR = "2023",
PAGES = "281-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146423"}
@inproceedings{bb150473,
AUTHOR = "Drenkow, N. and Unberath, M.",
TITLE = "RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in
Object-centric Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4506-4515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146424"}
@inproceedings{bb150474,
AUTHOR = "Sarkar, S. and Babu, A.R. and Mousavi, S. and Carmichael, Z. and Gundecha, V. and Ghorbanpour, S. and Gutierrez, R.L. and Guillen, A. and Naug, A.",
TITLE = "Benchmark Generation Framework with Customizable Distortions for
Image Classifier Robustness",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4406-4415",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146425"}
@inproceedings{bb150475,
AUTHOR = "Yucel, M.K. and Cinbis, R.G. and Duygulu, P.",
TITLE = "HybridAugment++: Unified Frequency Spectra Perturbations for Model
Robustness",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5695-5705",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146426"}
@inproceedings{bb150476,
AUTHOR = "Bu, Q.W. and Huang, D. and Cui, H.M.",
TITLE = "Towards Building More Robust Models with Frequency Bias",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4379-4388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146427"}
@inproceedings{bb150477,
AUTHOR = "Hong, H. and Wang, B.H. and Hong, Y.",
TITLE = "UniCR: Universally Approximated Certified Robustness via Randomized
Smoothing",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "V:86-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146428"}
@inproceedings{bb150478,
AUTHOR = "Wei, X. and Xu, Y. and Huang, Y.H. and Lv, H.R. and Lan, H. and Chen, M.S. and Tang, X.",
TITLE = "Learning Extremely Lightweight and Robust Model with Differentiable
Constraints on Sparsity and Condition Number",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "IV:690-707",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146429"}
@inproceedings{bb150479,
AUTHOR = "Paul, W. and Burlina, P.",
TITLE = "Robustness and Adaptation to Hidden Factors of Variation",
BOOKTITLE = ArtOfRobust22,
YEAR = "2022",
PAGES = "122-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146430"}
@inproceedings{bb150480,
AUTHOR = "Wang, Z.Q. and Loog, M.",
TITLE = "Enhancing Classifier Conservativeness and Robustness by Polynomiality",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13317-13326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146431"}
@inproceedings{bb150481,
AUTHOR = "Saikia, T. and Schmid, C. and Brox, T.",
TITLE = "Improving robustness against common corruptions with frequency biased
models",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10191-10200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146432"}
@inproceedings{bb150482,
AUTHOR = "Yeo, T. and Kar, O.F. and Zamir, A.",
TITLE = "Robustness via Cross-Domain Ensembles",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12169-12179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146433"}
@inproceedings{bb150483,
AUTHOR = "Liu, H.Z. and Wu, H.Q. and Xie, W.C. and Liu, F. and Shen, L.L.",
TITLE = "Group-wise Inhibition based Feature Regularization for Robust
Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "468-476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146434"}
@inproceedings{bb150484,
AUTHOR = "Yuan, S.Y. and Li, Y.T. and Wang, D. and Bai, K. and Carin, L. and Carlson, D.",
TITLE = "Learning to Weight Filter Groups for Robust Classification",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3321-3330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146435"}
@inproceedings{bb150485,
AUTHOR = "Sarkar, A. and Sarkar, A. and Balasubramanian, V.N.",
TITLE = "Leveraging Test-Time Consensus Prediction for Robustness against
Unseen Noise",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3564-3573",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146436"}
@inproceedings{bb150486,
AUTHOR = "Ibrahimi, S. and Sors, A. and de Rezende, R.S. and Clinchant, S.",
TITLE = "Learning with Label Noise for Image Retrieval by Selecting
Interactions",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "468-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146437"}
@inproceedings{bb150487,
AUTHOR = "Go, H. and Byun, J. and Kim, C.",
TITLE = "Rethinking Training Schedules for Verifiably Robust Networks",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "464-468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146438"}
@inproceedings{bb150488,
AUTHOR = "Lakshya, L.",
TITLE = "Behaviour of Sample Selection Techniques Under Explicit Regularization",
BOOKTITLE = ISVC21,
YEAR = "2021",
PAGES = "I:331-340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146439"}
@inproceedings{bb150489,
AUTHOR = "Chang, C.H. and Adam, G.A. and Goldenberg, A.",
TITLE = "Towards Robust Classification Model by Counterfactual and Invariant
Data Generation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15207-15216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146440"}
@inproceedings{bb150490,
AUTHOR = "Ortego, D. and Arazo, E. and Albert, P. and O'Connor, N.E. and McGuinness, K.",
TITLE = "Multi-Objective Interpolation Training for Robustness to Label Noise",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6602-6611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146441"}
@inproceedings{bb150491,
AUTHOR = "Qu, Y.T. and Mo, S.S. and Niu, J.W.",
TITLE = "DAT: Training Deep Networks Robust to Label-Noise by Matching the
Feature Distributions",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6817-6825",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146442"}
@inproceedings{bb150492,
AUTHOR = "Cazenavette, G. and Murdock, C. and Lucey, S.",
TITLE = "Architectural Adversarial Robustness: The Case for Deep Pursuit",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7146-7154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146443"}
@inproceedings{bb150493,
AUTHOR = "Awasthi, P. and Yu, G. and Ferng, C.S. and Tomkins, A. and Juan, D.C.",
TITLE = "Adversarial Robustness Across Representation Spaces",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7604-7612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146444"}
@inproceedings{bb150494,
AUTHOR = "Nam, H. and Lee, H.J. and Park, J. and Yoon, W.J. and Yoo, D.G.",
TITLE = "Reducing Domain Gap by Reducing Style Bias",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8686-8695",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146445"}
@inproceedings{bb150495,
AUTHOR = "Zhang, H.Y. and Xing, X.M. and Liu, L.",
TITLE = "DualGraph: A graph-based method for reasoning about label noise",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9649-9658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146446"}
@inproceedings{bb150496,
AUTHOR = "Mackowiak, R. and Ardizzone, L. and Kothe, U. and Rother, C.",
TITLE = "Generative Classifiers as a Basis for Trustworthy Image
Classification",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2970-2980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146447"}
@inproceedings{bb150497,
AUTHOR = "Burns, C. and Steinhardt, J.",
TITLE = "Limitations of Post-Hoc Feature Alignment for Robustness",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2525-2533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146448"}
@inproceedings{bb150498,
AUTHOR = "Collier, M. and Mustafa, B. and Kokiopoulou, E. and Jenatton, R. and Berent, J.",
TITLE = "Correlated Input-Dependent Label Noise in Large-Scale Image
Classification",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1551-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146449"}
@inproceedings{bb150499,
AUTHOR = "Shibzukhov, Z.M. and Semenov, T.A.",
TITLE = "Machine Learning Based on Minimizing Robust Mean Estimates",
BOOKTITLE = IMTA20,
YEAR = "2020",
PAGES = "112-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT146450"}
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