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TITLE = "Spectral Scaling-Based Augmentation for Corruption-Robust Image
Classification",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1206-1210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT151064"}
@inproceedings{bb155164,
AUTHOR = "Prach, B. and Lampert, C.H.",
TITLE = "Intriguing Properties of Robust Classification",
BOOKTITLE = "FaDE-TCV25",
YEAR = "2025",
PAGES = "660-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT151065"}
@inproceedings{bb155165,
AUTHOR = "Xia, S. and Yu, Y. and Yang, W.H. and Ding, M. and Chen, Z. and Duan, L.Y. and Kot, A.C. and Jiang, X.D.",
TITLE = "Theoretical Insights in Model Inversion Robustness and Conditional
Entropy Maximization for Collaborative Inference Systems",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8753-8763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT151066"}
@inproceedings{bb155166,
AUTHOR = "Lin, J. and Tao, L.W. and Dong, M.J. and Xu, C.",
TITLE = "Uncertainty Weighted Gradients for Model Calibration",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15497-15507",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT151067"}
@inproceedings{bb155167,
AUTHOR = "Liu, W. and Chen, Y.F. and Yue, X.D.",
TITLE = "Enhancing Testing-Time Robustness for Trusted Multi-View
Classification in the Wild",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15508-15517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT151068"}
@inproceedings{bb155168,
AUTHOR = "Jung, Y. and Song, B.C.",
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#TT151069"}
@inproceedings{bb155169,
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#TT151070"}
@inproceedings{bb155170,
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#TT151071"}
@inproceedings{bb155171,
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#TT151072"}
@inproceedings{bb155172,
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#TT151073"}
@inproceedings{bb155173,
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#TT151074"}
@inproceedings{bb155174,
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#TT151075"}
@inproceedings{bb155175,
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#TT151076"}
@inproceedings{bb155176,
AUTHOR = "Fang, J. and Zhang, Z.C. and Sun, J. and Fu, J. and He, H.N. 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#TT151077"}
@inproceedings{bb155177,
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#TT151078"}
@inproceedings{bb155178,
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#TT151079"}
@inproceedings{bb155179,
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#TT151080"}
@inproceedings{bb155180,
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#TT151081"}
@inproceedings{bb155181,
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#TT151082"}
@inproceedings{bb155182,
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#TT151083"}
@inproceedings{bb155183,
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#TT151084"}
@inproceedings{bb155184,
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#TT151085"}
@inproceedings{bb155185,
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#TT151086"}
@inproceedings{bb155186,
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#TT151087"}
@inproceedings{bb155187,
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#TT151088"}
@inproceedings{bb155188,
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#TT151089"}
@inproceedings{bb155189,
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#TT151090"}
@inproceedings{bb155190,
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#TT151091"}
@inproceedings{bb155191,
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#TT151092"}
@inproceedings{bb155192,
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#TT151093"}
@inproceedings{bb155193,
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#TT151094"}
@inproceedings{bb155194,
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#TT151095"}
@inproceedings{bb155195,
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#TT151096"}
@inproceedings{bb155196,
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#TT151097"}
@inproceedings{bb155197,
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#TT151098"}
@inproceedings{bb155198,
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#TT151099"}
@inproceedings{bb155199,
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#TT151100"}
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