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BOOKTITLE = ICCV17,
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@inproceedings{bb161365,
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Generative Model",
BOOKTITLE = CVPR17,
YEAR = "2017",
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AUTHOR = "Diba, A. and Sharma, V. and Pazandeh, A. and Pirsiavash, H. and Van Gool, L.J.",
TITLE = "Weakly Supervised Cascaded Convolutional Networks",
BOOKTITLE = CVPR17,
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@inproceedings{bb161367,
AUTHOR = "Cruz, R.S. and Fernando, B. and Cherian, A. and Gould, S.",
TITLE = "DeepPermNet: Visual Permutation Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
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AUTHOR = "Zheng, S. and Song, Y. and Leung, T. and Goodfellow, I.J.",
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BOOKTITLE = CVPR16,
YEAR = "2016",
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AUTHOR = "Iandola, F.N. and Moskewicz, M.W. and Ashraf, K. and Keutzer, K.",
TITLE = "FireCaffe: Near-Linear Acceleration of Deep Neural Network Training
on Compute Clusters",
BOOKTITLE = CVPR16,
YEAR = "2016",
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AUTHOR = "Blot, M. and Robert, T. and Thome, N. and Cord, M.",
TITLE = "Shade: Information-Based Regularization for Deep Learning",
BOOKTITLE = ICIP18,
YEAR = "2018",
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@inproceedings{bb161371,
AUTHOR = "Liu, M.Y. and Mallya, A. and Tuzel, O. and Chen, X.",
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BOOKTITLE = WACV16,
YEAR = "2016",
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@inproceedings{bb161372,
AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
TITLE = "Look-Up Table Unit Activation Function for Deep Convolutional Neural
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BOOKTITLE = WACV18,
YEAR = "2018",
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@inproceedings{bb161373,
AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
TITLE = "Factorized Convolutional Neural Networks",
BOOKTITLE = Matrix-Tensor17,
YEAR = "2017",
PAGES = "545-553",
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@article{bb161374,
AUTHOR = "Achille, A. and Soatto, S.",
TITLE = "Information Dropout: Learning Optimal Representations Through Noisy
Computation",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2897-2905",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157232"}
@article{bb161375,
AUTHOR = "Ding, G.G. and Guo, Y.C. and Chen, K. and Chu, C.Q. and Han, J.G. and Dai, Q.G.",
TITLE = "DECODE: Deep Confidence Network for Robust Image Classification",
JOURNAL = IP,
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YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "3752-3765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157233"}
@article{bb161376,
AUTHOR = "Amjad, R.A. and Geiger, B.C.",
TITLE = "Learning Representations for Neural Network-Based Classification
Using the Information Bottleneck Principle",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "2225-2239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157234"}
@article{bb161377,
AUTHOR = "Pretorius, A. and Kamper, H. and Kroon, S.",
TITLE = "On the expected behaviour of noise regularised deep neural networks
as Gaussian processes",
JOURNAL = PRL,
VOLUME = "138",
YEAR = "2020",
PAGES = "75-81",
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@article{bb161378,
AUTHOR = "Liu, R. and Liu, Y. and Wang, R. and Zhou, Y.C.",
TITLE = "Mutual calibration training: Training deep neural networks with noisy
labels using dual-models",
JOURNAL = CVIU,
VOLUME = "212",
YEAR = "2021",
PAGES = "103277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157236"}
@article{bb161379,
AUTHOR = "Yan, Z. and Guo, Y.W. and Zhang, C.S.",
TITLE = "Adversarial Margin Maximization Networks",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "1129-1139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157237"}
@article{bb161380,
AUTHOR = "Li, S. and Jia, K. and Wen, Y.X. and Liu, T.L. and Tao, D.C.",
TITLE = "Orthogonal Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "1352-1368",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157238"}
@article{bb161381,
AUTHOR = "Kortylewski, A. and Liu, Q. and Wang, A.T. and Sun, Y.H. and Yuille, A.L.",
TITLE = "Compositional Convolutional Neural Networks:
A Robust and Interpretable Model for Object Recognition Under Occlusion",
JOURNAL = IJCV,
VOLUME = "129",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "736-760",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157239"}
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AUTHOR = "Kortylewski, A. and He, J. and Liu, Q. and Yuille, A.L.",
TITLE = "Compositional Convolutional Neural Networks:
A Deep Architecture With Innate Robustness to Partial Occlusion",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8937-8946",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157240"}
@article{bb161383,
AUTHOR = "Wang, Q.L. and Xie, J.T. and Zuo, W.M. and Zhang, L. and Li, P.H.",
TITLE = "Deep CNNs Meet Global Covariance Pooling:
Better Representation and Generalization",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "2582-2597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157241"}
@article{bb161384,
AUTHOR = "Genzel, M. and Macdonald, J. and Marz, M.",
TITLE = "Solving Inverse Problems With Deep Neural Networks:
Robustness Included?",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1119-1134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157242"}
@article{bb161385,
AUTHOR = "Wan, W.T. and Yu, C. and Chen, J.S. and Wu, T. and Zhong, Y. and Yang, M.H.",
TITLE = "Shaping Deep Feature Space Towards Gaussian Mixture for Visual
Classification",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2430-2444",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157243"}
@article{bb161386,
AUTHOR = "Shu, J. and Yuan, X. and Meng, D.Y. and Xu, Z.B.",
TITLE = "CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust
Deep Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11521-11539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157244"}
@article{bb161387,
AUTHOR = "Kassaw, K. and Luzi, F. and Collins, L.M. and Malof, J.M.",
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JOURNAL = PR,
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YEAR = "2026",
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AUTHOR = "Singla, S. and Chegini, A.M. and Moayeri, M. and Feizi, S.",
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YEAR = "2024",
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@inproceedings{bb161390,
AUTHOR = "Chen, D.D. and Tachella, J. and Davies, M.E.",
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BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb161391,
AUTHOR = "Iscen, A. and Valmadre, J. and Arnab, A. and Schmid, C.",
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BOOKTITLE = CVPR22,
YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157249"}
@inproceedings{bb161392,
AUTHOR = "Xu, Y.J. and Zhu, L.C. and Jiang, L. and Yang, Y.",
TITLE = "Faster Meta Update Strategy for Noise-Robust Deep Learning",
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT157250"}
@inproceedings{bb161393,
AUTHOR = "Li, Y. and Min, M.R. and Lee, T. and Yu, W.C. and Kruus, E. and Wang, W. and Hsieh, C.J.",
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BOOKTITLE = ICCV21,
YEAR = "2021",
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@inproceedings{bb161394,
AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Clifton, D.A. and Robertson, N.M.",
TITLE = "ProSelfLC:
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YEAR = "2021",
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@inproceedings{bb161395,
AUTHOR = "Dong, X.Y. and Chen, D.D. and Zhou, H. and Hua, G. and Zhang, W.M. and Yu, N.H.",
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YEAR = "2020",
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@inproceedings{bb161396,
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@inproceedings{bb161397,
AUTHOR = "Rodriguez Rodriguez, J.A. and Molina Cabello, M.A. and Benitez Rochel, R. and Lopez Rubio, E.",
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Networks",
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@inproceedings{bb161398,
AUTHOR = "Zhang, R. and Peng, Z. and Wu, L. and Li, Z. and Luo, P.",
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YEAR = "2020",
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@inproceedings{bb161399,
AUTHOR = "Jaiswal, M.S. and Kang, B. and Lee, J. and Cho, M.",
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Neural Network Design",
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