@inproceedings{bb165700,
AUTHOR = "Oyedotun, O.K. and Shabayek, A.E. and Aouada, D. and Ottersten, B.",
TITLE = "Revisiting the Training of Very Deep Neural Networks without Skip
Connections",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2724-2731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161538"}
@inproceedings{bb165701,
AUTHOR = "Oyedotun, O.K. and Shabayek, A.E. and Aouada, D. and Ottersten, B.",
TITLE = "Going Deeper With Neural Networks Without Skip Connections",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1756-1760",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161539"}
@inproceedings{bb165702,
AUTHOR = "Rao, K. and Harris, C. and Irpan, A. and Levine, S. and Ibarz, J. and Khansari, M.",
TITLE = "RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "11154-11163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161540"}
@inproceedings{bb165703,
AUTHOR = "Shi, Y. and Xu, M.C. and Yuan, S.H. and Fang, Y.",
TITLE = "Unsupervised Deep Shape Descriptor With Point Distribution Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "9350-9359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161541"}
@inproceedings{bb165704,
AUTHOR = "Xu, Y.H. and Qian, Q. and Li, H. and Jin, R. and Hu, J.",
TITLE = "Weakly Supervised Representation Learning with Coarse Labels",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10573-10581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161542"}
@inproceedings{bb165705,
AUTHOR = "Huang, L. and Liu, L. and Zhu, F. and Wan, D.W. and Yuan, Z.H. and Li, B. and Shao, L.",
TITLE = "Controllable Orthogonalization in Training DNNs",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "6428-6437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161543"}
@inproceedings{bb165706,
AUTHOR = "Zhuang, C. and She, T. and Andonian, A. and Sobol Mark, M. and Yamins, D.",
TITLE = "Unsupervised Learning From Video With Deep Neural Embeddings",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "9560-9569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161544"}
@inproceedings{bb165707,
AUTHOR = "Xie, X. and Kim, K.",
TITLE = "Partial Weight Adaptation for Robust DNN Inference",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "9570-9578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161545"}
@inproceedings{bb165708,
AUTHOR = "Li, P. and Zhao, H. and Liu, H.",
TITLE = "Deep Fair Clustering for Visual Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "9067-9076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161546"}
@inproceedings{bb165709,
AUTHOR = "Mittal, G. and Liu, C. and Karianakis, N. and Fragoso, V. and Chen, M. and Fu, Y.",
TITLE = "HyperSTAR: Task-Aware Hyperparameters for Deep Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8733-8742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161547"}
@inproceedings{bb165710,
AUTHOR = "Huang, J. and Gong, S. and Zhu, X.",
TITLE = "Deep Semantic Clustering by Partition Confidence Maximisation",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8846-8855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161548"}
@inproceedings{bb165711,
AUTHOR = "Joneidi, M. and Vahidian, S. and Esmaeili, A. and Wang, W. and Rahnavard, N. and Lin, B. and Shah, M.",
TITLE = "Select to Better Learn: Fast and Accurate Deep Learning Using Data
Selection From Nonlinear Manifolds",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7816-7826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161549"}
@inproceedings{bb165712,
AUTHOR = "Chrysos, G.G. and Moschoglou, S. and Bouritsas, G. and Panagakis, Y. and Deng, J.K. and Zafeiriou, S.P.",
TITLE = "P-nets: Deep Polynomial Neural Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7323-7333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161550"}
@inproceedings{bb165713,
AUTHOR = "Meng, F. and Cheng, H. and Li, K. and Xu, Z. and Ji, R. and Sun, X. and Lu, G.",
TITLE = "Filter Grafting for Deep Neural Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "6598-6606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161551"}
@inproceedings{bb165714,
AUTHOR = "Zhan, X. and Xie, J. and Liu, Z. and Ong, Y. and Loy, C.C.",
TITLE = "Online Deep Clustering for Unsupervised Representation Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "6687-6696",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161552"}
@inproceedings{bb165715,
AUTHOR = "Liu, J. and Sun, Y. and Han, C. and Dou, Z. and Li, W.",
TITLE = "Deep Representation Learning on Long-Tailed Data:
A Learnable Embedding Augmentation Perspective",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2967-2976",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161553"}
@inproceedings{bb165716,
AUTHOR = "Chen, H. and Wang, Y. and Xu, C. and Shi, B. and Xu, C. and Tian, Q. and Xu, C.",
TITLE = "AdderNet: Do We Really Need Multiplications in Deep Learning?",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1465-1474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161554"}
@inproceedings{bb165717,
AUTHOR = "Xu, A. and Huo, Z. and Huang, H.",
TITLE = "On the Acceleration of Deep Learning Model Parallelism With Staleness",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2085-2094",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161555"}
@inproceedings{bb165718,
AUTHOR = "Singh, P. and Varshney, M. and Namboodiri, V.P.",
TITLE = "Cooperative Initialization based Deep Neural Network Training",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1130-1139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161556"}
@inproceedings{bb165719,
AUTHOR = "Lo, E. and Kohl, J.",
TITLE = "Internet of Things (IoT) Discovery Using Deep Neural Networks",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "795-803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161557"}
@inproceedings{bb165720,
AUTHOR = "Li, H. and Zhang, H. and Qi, X. and Ruigang, Y. and Huang, G.",
TITLE = "Improved Techniques for Training Adaptive Deep Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1891-1900",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161558"}
@inproceedings{bb165721,
AUTHOR = "Haeusser, P. and Plapp, J. and Golkov, V. and Aljalbout, E. and Cremers, D.",
TITLE = "Associative Deep Clustering:
Training a Classification Network with No Labels",
BOOKTITLE = GCPR18,
YEAR = "2018",
PAGES = "18-32",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161559"}
@inproceedings{bb165722,
AUTHOR = "Keller, M. and Chen, Z. and Maffra, F. and Schmuck, P. and Chli, M.",
TITLE = "Learning Deep Descriptors with Scale-Aware Triplet Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "2762-2770",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161560"}
@inproceedings{bb165723,
AUTHOR = "Goh, C.K. and Liu, Y. and Kong, A.W.K.",
TITLE = "A Constrained Deep Neural Network for Ordinal Regression",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "831-839",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161561"}
@inproceedings{bb165724,
AUTHOR = "Alqahtani, A. and Xie, X. and Deng, J. and Jones, M.W.",
TITLE = "Learning Discriminatory Deep Clustering Models",
BOOKTITLE = CAIP19,
YEAR = "2019",
PAGES = "I:224-233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161562"}
@inproceedings{bb165725,
AUTHOR = "Alqahtani, A. and Xie, X. and Deng, J. and Jones, M.W.",
TITLE = "A Deep Convolutional Auto-Encoder with Embedded Clustering",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "4058-4062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161563"}
@inproceedings{bb165726,
AUTHOR = "Chun, Y. and Fessler, J.A.",
TITLE = "Deep BCD-Net Using Identical Encoding-Decoding CNN Structures for
Iterative Image Recovery",
BOOKTITLE = IVMSP18,
YEAR = "2018",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161564"}
@inproceedings{bb165727,
AUTHOR = "Huang, L. and Liu, X. and Liu, Y. and Lang, B. and Tao, D.",
TITLE = "Centered Weight Normalization in Accelerating Training of Deep Neural
Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2822-2830",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161565"}
@inproceedings{bb165728,
AUTHOR = "Qiu, Z. and Yao, T. and Mei, T.",
TITLE = "Deep Quantization: Encoding Convolutional Activations with Deep
Generative Model",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4085-4094",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161566"}
@inproceedings{bb165729,
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,
YEAR = "2017",
PAGES = "5131-5139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161567"}
@inproceedings{bb165730,
AUTHOR = "Cruz, R.S. and Fernando, B. and Cherian, A. and Gould, S.",
TITLE = "DeepPermNet: Visual Permutation Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6044-6052",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161568"}
@inproceedings{bb165731,
AUTHOR = "Zheng, S. and Song, Y. and Leung, T. and Goodfellow, I.J.",
TITLE = "Improving the Robustness of Deep Neural Networks via Stability
Training",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "4480-4488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161569"}
@inproceedings{bb165732,
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",
PAGES = "2592-2600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161570"}
@inproceedings{bb165733,
AUTHOR = "Blot, M. and Robert, T. and Thome, N. and Cord, M.",
TITLE = "Shade: Information-Based Regularization for Deep Learning",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "813-817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161571"}
@inproceedings{bb165734,
AUTHOR = "Liu, M.Y. and Mallya, A. and Tuzel, O. and Chen, X.",
TITLE = "Unsupervised network pretraining via encoding human design",
BOOKTITLE = WACV16,
YEAR = "2016",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161572"}
@inproceedings{bb165735,
AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
TITLE = "Look-Up Table Unit Activation Function for Deep Convolutional Neural
Networks",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "1225-1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161573"}
@inproceedings{bb165736,
AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
TITLE = "Factorized Convolutional Neural Networks",
BOOKTITLE = Matrix-Tensor17,
YEAR = "2017",
PAGES = "545-553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT161574"}
@article{bb165737,
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#TT161575"}
@article{bb165738,
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,
VOLUME = "28",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "3752-3765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161576"}
@article{bb165739,
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#TT161577"}
@article{bb165740,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161578"}
@article{bb165741,
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#TT161579"}
@article{bb165742,
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#TT161580"}
@article{bb165743,
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#TT161581"}
@article{bb165744,
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#TT161582"}
@inproceedings{bb165745,
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#TT161583"}
@article{bb165746,
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#TT161584"}
@article{bb165747,
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#TT161585"}
@article{bb165748,
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#TT161586"}
@article{bb165749,
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#TT161587"}
@article{bb165750,
AUTHOR = "Kassaw, K. and Luzi, F. and Collins, L.M. and Malof, J.M.",
TITLE = "Are deep learning models robust to partial object occlusion in visual
recognition tasks?",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161588"}
@inproceedings{bb165751,
AUTHOR = "Singla, S. and Chegini, A.M. and Moayeri, M. and Feizi, S.",
TITLE = "Data-Centric Debugging:
Mitigating Model Failures Via Targeted Image Retrieval",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "63-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161589"}
@inproceedings{bb165752,
AUTHOR = "Lokoc, J. and Vopalkova, Z. and Dokoupil, P. and Sandru, A. and Georgescu, M.I. and Ionescu, R.T.",
TITLE = "Feature-level Augmentation to Improve Robustness of Deep Neural
Networks to Affine Transformations",
BOOKTITLE = AdvRob22,
YEAR = "2022",
PAGES = "332-341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161590"}
@inproceedings{bb165753,
AUTHOR = "Chen, D.D. and Tachella, J. and Davies, M.E.",
TITLE = "Robust Equivariant Imaging: A fully unsupervised framework for
learning to image from noisy and partial measurements",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "5637-5646",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161591"}
@inproceedings{bb165754,
AUTHOR = "Iscen, A. and Valmadre, J. and Arnab, A. and Schmid, C.",
TITLE = "Learning with Neighbor Consistency for Noisy Labels",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "4662-4671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161592"}
@inproceedings{bb165755,
AUTHOR = "Xu, Y.J. and Zhu, L.C. and Jiang, L. and Yang, Y.",
TITLE = "Faster Meta Update Strategy for Noise-Robust Deep Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "144-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161593"}
@inproceedings{bb165756,
AUTHOR = "Li, Y. and Min, M.R.Q. and Lee, T. and Yu, W.C. and Kruus, E. and Wang, W. and Hsieh, C.J.",
TITLE = "Towards Robustness of Deep Neural Networks via Regularization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "7476-7485",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161594"}
@inproceedings{bb165757,
AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Clifton, D.A. and Robertson, N.M.",
TITLE = "ProSelfLC:
Progressive Self Label Correction for Training Robust Deep Neural Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "752-761",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161595"}
@inproceedings{bb165758,
AUTHOR = "Dong, X.Y. and Chen, D.D. and Zhou, H. and Hua, G. and Zhang, W.M. and Yu, N.H.",
TITLE = "Self-Robust 3D Point Recognition via Gather-Vector Guidance",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "11513-11521",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161596"}
@inproceedings{bb165759,
AUTHOR = "Qian, Q. and Hu, J.H. and Li, H.",
TITLE = "Hierarchically Robust Representation Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7334-7342",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161597"}
@inproceedings{bb165760,
AUTHOR = "Rodriguez Rodriguez, J.A. and Molina Cabello, M.A. and Benitez Rochel, R. and Lopez Rubio, E.",
TITLE = "The Effect of Noise and Brightness on Convolutional Deep Neural
Networks",
BOOKTITLE = MOI2QDN20,
YEAR = "2020",
PAGES = "639-654",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161598"}
@inproceedings{bb165761,
AUTHOR = "Zhang, R. and Peng, Z. and Wu, L. and Li, Z. and Luo, P.",
TITLE = "Exemplar Normalization for Learning Deep Representation",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12723-12732",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161599"}
@inproceedings{bb165762,
AUTHOR = "Jaiswal, M.S. and Kang, B. and Lee, J. and Cho, M.",
TITLE = "MUTE: Inter-class Ambiguity Driven Multi-hot Target Encoding for Deep
Neural Network Design",
BOOKTITLE = DeepVision20,
YEAR = "2020",
PAGES = "3254-3263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161600"}
@inproceedings{bb165763,
AUTHOR = "Huang, Y. and Yu, Y.",
TITLE = "An Internal Covariate Shift Bounding Algorithm for Deep Neural
Networks by Unitizing Layers' Outputs",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8462-8470",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161601"}
@inproceedings{bb165764,
AUTHOR = "Wang, Z. and Hu, G.S. and Hu, Q.H.",
TITLE = "Training Noise-Robust Deep Neural Networks via Meta-Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4523-4532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161602"}
@inproceedings{bb165765,
AUTHOR = "Zhang, L. and Qi, G.",
TITLE = "WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3911-3920",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161603"}
@inproceedings{bb165766,
AUTHOR = "Han, J. and Luo, P. and Wang, X.",
TITLE = "Deep Self-Learning From Noisy Labels",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "5137-5146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161604"}
@inproceedings{bb165767,
AUTHOR = "Gowal, S. and Dvijotham, K. and Stanforth, R. and Bunel, R. and Qin, C.L. and Uesato, J. and Arandjelovic, R. and Mann, T.A. and Kohli, P.",
TITLE = "Scalable Verified Training for Provably Robust Image Classification",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4841-4850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161605"}
@inproceedings{bb165768,
AUTHOR = "Wang, Y.S. and Ma, X.J. and Chen, Z.Y. and Luo, Y. and Yi, J.F. and Bailey, J.",
TITLE = "Symmetric Cross Entropy for Robust Learning With Noisy Labels",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "322-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161606"}
@inproceedings{bb165769,
AUTHOR = "Nazare, T.S. and da Costa, G.B.P. and Contato, W.A. and Ponti, M.P.",
TITLE = "Deep Convolutional Neural Networks and Noisy Images",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "416-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161607"}
@inproceedings{bb165770,
AUTHOR = "Rodner, E. and Simon, M. and Fisher, R. and Denzler, J.",
TITLE = "Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of
Convolutional Neural Networks Approaches",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT161608"}
@article{bb165771,
AUTHOR = "Liu, R. and Gillies, D.F.",
TITLE = "Overfitting in linear feature extraction for classification of
high-dimensional image data",
JOURNAL = PR,
VOLUME = "53",
YEAR = "2016",
NUMBER = "1",
PAGES = "73-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161609"}
@article{bb165772,
AUTHOR = "Xu, Y.F. and Wang, H.G. and Liu, X. and Sun's, W.T.",
TITLE = "An improved multi-branch residual network based on random multiplier
and adaptive cosine learning rate method",
JOURNAL = JVCIR,
VOLUME = "59",
YEAR = "2019",
PAGES = "363-370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161610"}
@article{bb165773,
AUTHOR = "Yang, J. and Xiong, W. and Li, S.J. and Xu, C.",
TITLE = "Learning structured and non-redundant representations with deep
neural networks",
JOURNAL = PR,
VOLUME = "86",
YEAR = "2019",
PAGES = "224-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161611"}
@article{bb165774,
AUTHOR = "Cai, H.Y. and Zhang, X. and Lan, L. and Dong, G.H. and Xu, C.F. and Liu, X.W. and Luo, Z.G.",
TITLE = "Learning deep discriminative embeddings via joint rescaled features
and log-probability centers",
JOURNAL = PR,
VOLUME = "114",
YEAR = "2021",
PAGES = "107852",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161612"}
@article{bb165775,
AUTHOR = "Li, L. and Spratling, M.W.",
TITLE = "Understanding and combating robust overfitting via input loss
landscape analysis and regularization",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161613"}
@article{bb165776,
AUTHOR = "Shi, X.S. and Guo, Z.H. and Li, K. and Liang, Y. and Zhu, X.F.",
TITLE = "Self-paced resistance learning against overfitting on noisy labels",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161614"}
@article{bb165777,
AUTHOR = "Li, Z.R. and Yu, D.W. and Wu, M.H. and Chan, S.X. and Yu, H.C. and Han, Z.K.",
TITLE = "Revisiting single-step adversarial training for robustness and
generalization",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110356",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161615"}
@article{bb165778,
AUTHOR = "He, C.M. and Li, X. and Xia, Y. and Tang, J. and Yang, J. and Ye, Z.C.",
TITLE = "Addressing the Overfitting in Partial Domain Adaptation With
Self-Training and Contrastive Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1532-1545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161616"}
@inproceedings{bb165779,
AUTHOR = "Wang, Z.X. and Wang, H. and Tian, C. and Jin, Y.C.",
TITLE = "Preventing Catastrophic Overfitting in Fast Adversarial Training:
A Bi-level Optimization Perspective",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXVIII: 144-160",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161617"}
@inproceedings{bb165780,
AUTHOR = "Zhao, M.N. and Zhang, L.H. and Kong, Y.Q. and Yin, B.C.",
TITLE = "Catastrophic Overfitting: A Potential Blessing in Disguise",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLII: 293-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161618"}
@inproceedings{bb165781,
AUTHOR = "Li, G. and Shu, Z.H. and Ji, J. and Qin, M.H. and Afghah, F. and Niu, W. and Ma, X.L.",
TITLE = "Data Overfitting for On-device Super-resolution with Dynamic Algorithm
and Compiler Co-design",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVII: 360-378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161619"}
@inproceedings{bb165782,
AUTHOR = "Zareapoor, M. and Shamsolmoali, P.",
TITLE = "Rethinking Fast Adversarial Training:
A Splitting Technique to Overcome Catastrophic Overfitting",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVIII: 34-51",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161620"}
@inproceedings{bb165783,
AUTHOR = "Tejero de Pablos, A.",
TITLE = "Complementary-Contradictory Feature Regularization against Multimodal
Overfitting",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "5667-5676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161621"}
@inproceedings{bb165784,
AUTHOR = "He, Z.B. and Li, T. and Chen, S. and Huang, X.L.",
TITLE = "Investigating Catastrophic Overfitting in Fast Adversarial Training:
A Self-fitting Perspective",
BOOKTITLE = AML23,
YEAR = "2023",
PAGES = "2314-2321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161622"}
@inproceedings{bb165785,
AUTHOR = "Grabinski, J. and Jung, S. and Keuper, J. and Keuper, M.",
TITLE = "FrequencyLowCut Pooling: Plug and Play Against Catastrophic Overfitting",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIV:36-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161623"}
@inproceedings{bb165786,
AUTHOR = "Balasubramanian, S. and Feizi, S.",
TITLE = "Towards Improved Input Masking for Convolutional Neural Networks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1855-1865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161624"}
@inproceedings{bb165787,
AUTHOR = "An, J. and Kim, T. and Ko, D. and Lee, S. and Woo, S.S.",
TITLE = "A2: Adaptive Augmentation for Effectively Mitigating Dataset Bias",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VII:696-712",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161625"}
@inproceedings{bb165788,
AUTHOR = "Singla, V. and Singla, S. and Feizi, S. and Jacobs, D.",
TITLE = "Low Curvature Activations Reduce Overfitting in Adversarial Training",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "16403-16413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161626"}
@inproceedings{bb165789,
AUTHOR = "Yazici, Y. and Foo, C.S. and Winkler, S. and Yap, K.H. and Chandrasekhar, V.",
TITLE = "Empirical Analysis Of Overfitting And Mode Drop In GAN Training",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1651-1655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161627"}
@inproceedings{bb165790,
AUTHOR = "Huesmann, K. and Rodriguez, L.G. and Linsen, L. and Risse, B.",
TITLE = "The Impact of Activation Sparsity on Overfitting in Convolutional
Neural Networks",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "130-145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161628"}
@inproceedings{bb165791,
AUTHOR = "Webster, R. and Rabin, J. and Simon, L. and Jurie, F.",
TITLE = "Detecting Overfitting of Deep Generative Networks via Latent Recovery",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11265-11274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT161629"}
@article{bb165792,
AUTHOR = "Takatsuka, M. and Jarvis, R.A.",
TITLE = "Hierarchical Neural Networks for Learning 3-Dimensional Objects
from Range Images",
JOURNAL = JEI,
VOLUME = "7",
YEAR = "1998",
NUMBER = "1",
MONTH = "January",
PAGES = "16-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161630"}
@article{bb165793,
AUTHOR = "Takatsuka, M. and Jarvis, R.A.",
TITLE = "Encoding 3D structural information using multiple self-organizing
feature maps",
JOURNAL = IVC,
VOLUME = "19",
YEAR = "2001",
NUMBER = "3",
MONTH = "February",
PAGES = "99-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161631"}
@article{bb165794,
AUTHOR = "Duin, R.P.W. and Pekalska, E.",
TITLE = "The dissimilarity space:
Bridging structural and statistical pattern recognition",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "7",
MONTH = "May",
PAGES = "826-832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161632"}
@inproceedings{bb165795,
AUTHOR = "Duin, R.P.W. and Pekalska, E.",
TITLE = "On refining dissimilarity matrices for an improved NN learning",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161633"}
@article{bb165796,
AUTHOR = "Peharz, R. and Gens, R. and Pernkopf, F. and Domingos, P.",
TITLE = "On the Latent Variable Interpretation in Sum-Product Networks",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "10",
MONTH = "October",
PAGES = "2030-2044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161634"}
@article{bb165797,
AUTHOR = "Lu, J. and Xuan, J.Y. and Zhang, G.Q. and Luo, X.F.",
TITLE = "Structural property-aware multilayer network embedding for latent
factor analysis",
JOURNAL = PR,
VOLUME = "76",
YEAR = "2018",
NUMBER = "1",
PAGES = "228-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161635"}
@article{bb165798,
AUTHOR = "Cheng, G. and Li, Z. and Han, J. and Yao, X. and Guo, L.",
TITLE = "Exploring Hierarchical Convolutional Features for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "6712-6722",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161636"}
@article{bb165799,
AUTHOR = "Guo, A.J.X. and Zhu, F.",
TITLE = "A CNN-Based Spatial Feature Fusion Algorithm for Hyperspectral
Imagery Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "7170-7181",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT161637"}
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