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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#TT153252"}
@inproceedings{bb157363,
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#TT153253"}
@inproceedings{bb157364,
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#TT153254"}
@inproceedings{bb157365,
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#TT153255"}
@inproceedings{bb157366,
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#TT153256"}
@inproceedings{bb157367,
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#TT153257"}
@inproceedings{bb157368,
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#TT153258"}
@inproceedings{bb157369,
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#TT153259"}
@inproceedings{bb157370,
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#TT153260"}
@inproceedings{bb157371,
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#TT153261"}
@inproceedings{bb157372,
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#TT153262"}
@inproceedings{bb157373,
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#TT153263"}
@inproceedings{bb157374,
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#TT153264"}
@inproceedings{bb157375,
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#TT153265"}
@inproceedings{bb157376,
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#TT153266"}
@inproceedings{bb157377,
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#TT153267"}
@inproceedings{bb157378,
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#TT153268"}
@inproceedings{bb157379,
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#TT153269"}
@inproceedings{bb157380,
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#TT153270"}
@inproceedings{bb157381,
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#TT153271"}
@inproceedings{bb157382,
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#TT153272"}
@inproceedings{bb157383,
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#TT153273"}
@inproceedings{bb157384,
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#TT153274"}
@inproceedings{bb157385,
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#TT153275"}
@inproceedings{bb157386,
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#TT153276"}
@inproceedings{bb157387,
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#TT153277"}
@inproceedings{bb157388,
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#TT153278"}
@inproceedings{bb157389,
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#TT153279"}
@inproceedings{bb157390,
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#TT153280"}
@inproceedings{bb157391,
AUTHOR = "Li, A. and Chen, J.J. and Chen, D. and Sun, G.L.",
TITLE = "Multiview Similarity Learning for Robust Visual Clustering",
BOOKTITLE = "MMHUA20",
YEAR = "2020",
PAGES = "168-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153281"}
@inproceedings{bb157392,
AUTHOR = "Sun, G. and Khan, S. and Li, W. and Cholakkal, H. and Khan, F.S. and Van Gool, L.J.",
TITLE = "Fixing Localization Errors to Improve Image Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXV:271-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153282"}
@inproceedings{bb157393,
AUTHOR = "Peng, X.J. and Wang, K. and Zeng, Z.Y. and Li, Q. and Yang, J.F. and Qiao, Y.",
TITLE = "Suppressing Mislabeled Data via Grouping and Self-attention",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVI: 786-802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153283"}
@inproceedings{bb157394,
AUTHOR = "Sarhan, M.H. and Navab, N. and Eslami, A. and Albarqouni, S.",
TITLE = "Fairness by Learning Orthogonal Disentangled Representations",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIX: 746-761",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153284"}
@inproceedings{bb157395,
AUTHOR = "Hayes, J.",
TITLE = "Extensions and limitations of randomized smoothing for robustness
guarantees",
BOOKTITLE = AML-CV20,
YEAR = "2020",
PAGES = "3413-3421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153285"}
@inproceedings{bb157396,
AUTHOR = "Li, Y. and Vasconcelos, N.M.",
TITLE = "Background Data Resampling for Outlier-Aware Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13215-13224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153286"}
@inproceedings{bb157397,
AUTHOR = "Laugros, A. and Caplier, A. and Ospici, M.",
TITLE = "Are Adversarial Robustness and Common Perturbation Robustness
Independent Attributes ?",
BOOKTITLE = RLQ19,
YEAR = "2019",
PAGES = "1045-1054",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153287"}
@inproceedings{bb157398,
AUTHOR = "Huang, W. and Yue, X.D. and Zhong, C.M. and Zhang, N.",
TITLE = "Rough Neighborhood Covering Reduction for robust classification",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3308-3313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153288"}
@inproceedings{bb157399,
AUTHOR = "Vinh, N.X. and Erfani, S. and Paisitkriangkrai, S. and Bailey, J. and Leckie, C. and Ramamohanarao, K.",
TITLE = "Training robust models using Random Projection",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "531-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634.html#TT153289"}
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