@inproceedings{bb161800,
AUTHOR = "Chrysos, G.G. and Georgopoulos, M. and Deng, J.K. and Kossaifi, J. and Panagakis, Y. and Anandkumar, A.",
TITLE = "Augmenting Deep Classifiers with Polynomial Neural Networks",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:692-716",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157656"}
@inproceedings{bb161801,
AUTHOR = "Chen, X. and Chen, T.L. and Cheng, Y. and Chen, W.Z. and Awadallah, A. and Wang, Z.Y.",
TITLE = "Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:389-405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157657"}
@inproceedings{bb161802,
AUTHOR = "Henig, A. and Giryes, R.",
TITLE = "Utilizing Excess Resources in Training Neural Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1941-1945",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157658"}
@inproceedings{bb161803,
AUTHOR = "Cheng, J.C. and Vasconcelos, N.M.",
TITLE = "Calibrating Deep Neural Networks by Pairwise Constraints",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13699-13708",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157659"}
@inproceedings{bb161804,
AUTHOR = "Zietlow, D. and Lohaus, M. and Balakrishnan, G. and Kleindessner, M. and Locatello, F. and Scholkopf, B. and Russell, C.",
TITLE = "Leveling Down in Computer Vision:
Pareto Inefficiencies in Fair Deep Classifiers",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10400-10411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157660"}
@inproceedings{bb161805,
AUTHOR = "Cheng, F. and Xu, M.Z. and Xiong, Y.J. and Chen, H. and Li, X.Y. and Li, W. and Xia, W.",
TITLE = "Stochastic Backpropagation:
A Memory Efficient Strategy for Training Video Models",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8291-8300",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157661"}
@inproceedings{bb161806,
AUTHOR = "Chavan, A. and Tiwari, R. and Bamba, U. and Gupta, D.K.",
TITLE = "Dynamic Kernel Selection for Improved Generalization and Memory
Efficiency in Meta-learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9841-9850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157662"}
@inproceedings{bb161807,
AUTHOR = "Ronen, M. and Finder, S.E. and Freifeld, O.",
TITLE = "DeepDPM: Deep Clustering With an Unknown Number of Clusters",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9851-9860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157663"}
@inproceedings{bb161808,
AUTHOR = "Biswas, K. and Kumar, S. and Banerjee, S. and Pandey, A.K.",
TITLE = "Smooth Maximum Unit: Smooth Activation Function for Deep Networks
using Smoothing Maximum Technique",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "784-793",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157664"}
@inproceedings{bb161809,
AUTHOR = "Huang, L. and Zhou, Y. and Wang, T. and Luo, J. and Liu, X.L.",
TITLE = "Delving into the Estimation Shift of Batch Normalization in a Network",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "753-762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157665"}
@inproceedings{bb161810,
AUTHOR = "Liu, B.Y. and Ben Ayed, I. and Galdran, A. and Dolz, J.",
TITLE = "The Devil is in the Margin:
Margin-based Label Smoothing for Network Calibration",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "80-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157666"}
@inproceedings{bb161811,
AUTHOR = "Loukili, S.E. and Ezzati, A. and Alla, S.B. and Zraibi, B.",
TITLE = "Reducing the training time of deep learning models using synchronous
SGD and large batch size",
BOOKTITLE = ISCV22,
YEAR = "2022",
PAGES = "1-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157667"}
@inproceedings{bb161812,
AUTHOR = "Yuan, K. and Chen, Y.M. and Huang, X.M. and Zhang, Y.Y. and Pan, P. and Xu, Y.H. and Yin, W.T.",
TITLE = "DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "3009-3019",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157668"}
@inproceedings{bb161813,
AUTHOR = "Rame, A. and Sun, R. and Cord, M.",
TITLE = "MixMo:
Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "803-813",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157669"}
@inproceedings{bb161814,
AUTHOR = "Tiwari, L. and Madan, A. and Anand, S. and Banerjee, S.",
TITLE = "REGroup: Rank-aggregating Ensemble of Generative Classifiers for
Robust Predictions",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3829-3838",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157670"}
@inproceedings{bb161815,
AUTHOR = "Boyd, A. and Tinsley, P. and Bowyer, K.W. and Czajka, A.",
TITLE = "CYBORG: Blending Human Saliency Into the Loss Improves Deep
Learning-Based Synthetic Face Detection",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "6097-6106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157671"}
@inproceedings{bb161816,
AUTHOR = "Boyd, A. and Bowyer, K.W. and Czajka, A.",
TITLE = "Human-Aided Saliency Maps Improve Generalization of Deep Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1255-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157672"}
@inproceedings{bb161817,
AUTHOR = "Fields, G. and Samragh, M. and Javaheripi, M. and Koushanfar, F. and Javidi, T.",
TITLE = "Trojan Signatures in DNN Weights",
BOOKTITLE = AROW21,
YEAR = "2021",
PAGES = "12-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157673"}
@inproceedings{bb161818,
AUTHOR = "Lebrat, L. and Cruz, R.S. and Fookes, C. and Salvado, O.",
TITLE = "MongeNet: Efficient Sampler for Geometric Deep Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16659-16668",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157674"}
@inproceedings{bb161819,
AUTHOR = "Durasov, N. and Bagautdinov, T. and Baque, P. and Fua, P.",
TITLE = "Masksembles for Uncertainty Estimation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13534-13543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157675"}
@inproceedings{bb161820,
AUTHOR = "Lin, Y. and Wang, N. and Ma, X.Q. and Li, Z.W. and Bai, G.",
TITLE = "How Does DCNN Make Decisions ?",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3342-3349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157676"}
@inproceedings{bb161821,
AUTHOR = "Mastan, I.D. and Raman, S.",
TITLE = "DeepCFL: Deep Contextual Features Learning from a Single Image",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2896-2905",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157677"}
@inproceedings{bb161822,
AUTHOR = "Kobayashi, T.",
TITLE = "Phase-wise Parameter Aggregation For Improving SGD Optimization",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2624-2633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157678"}
@inproceedings{bb161823,
AUTHOR = "Ding, P.L.K. and Martin, S. and Li, B.X.",
TITLE = "Improving Batch Normalization with Skewness Reduction for Deep Neural
Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7165-7172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157679"}
@inproceedings{bb161824,
AUTHOR = "Liao, W.H. and Huang, Y.T.",
TITLE = "Investigation of DNN Model Robustness Using Heterogeneous Datasets",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4393-4397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157680"}
@inproceedings{bb161825,
AUTHOR = "Nakada, M. and Chen, H.L. and Lakshmipathy, A. and Terzopoulos, D.",
TITLE = "Locally-Connected, Irregular Deep Neural Networks for Biomimetic
Active Vision in a Simulated Human",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4465-4472",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157681"}
@inproceedings{bb161826,
AUTHOR = "Berg, A. and Oskarsson, M. and O'Connor, M.",
TITLE = "Deep Ordinal Regression with Label Diversity",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2740-2747",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157682"}
@inproceedings{bb161827,
AUTHOR = "Hansen, P. and Vilkin, A. and Krustalev, Y. and Imber, J. and Talagala, D. and Hanwell, D. and Mattina, M. and Whatmough, P.N.",
TITLE = "ISP4ML: The Role of Image Signal Processing in Efficient Deep
Learning Vision Systems",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2438-2445",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157683"}
@inproceedings{bb161828,
AUTHOR = "Brigato, L. and Barz, B. and Iocchi, L. and Denzler, J.",
TITLE = "Tune It or Don't Use It:
Benchmarking Data-Efficient Image Classification",
BOOKTITLE = VIPriors21,
YEAR = "2021",
PAGES = "1071-1080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157684"}
@inproceedings{bb161829,
AUTHOR = "Brigato, L. and Iocchi, L.",
TITLE = "A Close Look at Deep Learning with Small Data",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2490-2497",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157685"}
@inproceedings{bb161830,
AUTHOR = "Du, S.Y. and Hong, C.Y. and Pan, Z.Y. and Feng, C. and Cao, Z.G.",
TITLE = "Parallel Network to Learn Novelty from the Known",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2172-2179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157686"}
@inproceedings{bb161831,
AUTHOR = "Meng, L.H. and Gorbet, R. and Kulic, D.",
TITLE = "The Effect of Multi-step Methods on Overestimation in Deep
Reinforcement Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "347-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157687"}
@inproceedings{bb161832,
AUTHOR = "Georgiou, T. and Schmitt, S. and Back, T. and Chen, W. and Lew, M.",
TITLE = "Norm Loss: An efficient yet effective regularization method for deep
neural networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8812-8818",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157688"}
@inproceedings{bb161833,
AUTHOR = "Deng, X. and Zhang, Z.F.M.",
TITLE = "Is the Meta-Learning Idea Able to Improve the Generalization of Deep
Neural Networks on the Standard Supervised Learning?",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "150-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157689"}
@inproceedings{bb161834,
AUTHOR = "Beeching, E. and Debangoye, J. and Simonin, O. and Wolf, C.",
TITLE = "Deep Reinforcement Learning on a Budget:
3D Control and Reasoning Without a Supercomputer",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "158-165",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157690"}
@inproceedings{bb161835,
AUTHOR = "Li, X.L. and Sun, W. and Wu, T.F.",
TITLE = "Attentive Normalization",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVII:70-87",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157691"}
@inproceedings{bb161836,
AUTHOR = "Ma, X. and Qiao, Z. and Guo, J. and Tang, S. and Chen, Q. and Yang, Q. and Fu, S.",
TITLE = "Cascaded Context Dependency: An Extremely Lightweight Module For Deep
Convolutional Neural Networks",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1741-1745",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157692"}
@inproceedings{bb161837,
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#TT157693"}
@inproceedings{bb161838,
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#TT157694"}
@inproceedings{bb161839,
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#TT157695"}
@inproceedings{bb161840,
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#TT157696"}
@inproceedings{bb161841,
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#TT157697"}
@inproceedings{bb161842,
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#TT157698"}
@inproceedings{bb161843,
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#TT157699"}
@inproceedings{bb161844,
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#TT157700"}
@inproceedings{bb161845,
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#TT157701"}
@inproceedings{bb161846,
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#TT157702"}
@inproceedings{bb161847,
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#TT157703"}
@inproceedings{bb161848,
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#TT157704"}
@inproceedings{bb161849,
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#TT157705"}
@inproceedings{bb161850,
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#TT157706"}
@inproceedings{bb161851,
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#TT157707"}
@inproceedings{bb161852,
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#TT157708"}
@inproceedings{bb161853,
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#TT157709"}
@inproceedings{bb161854,
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#TT157710"}
@inproceedings{bb161855,
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#TT157711"}
@inproceedings{bb161856,
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#TT157712"}
@inproceedings{bb161857,
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#TT157713"}
@inproceedings{bb161858,
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#TT157714"}
@inproceedings{bb161859,
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#TT157715"}
@inproceedings{bb161860,
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#TT157716"}
@inproceedings{bb161861,
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#TT157717"}
@inproceedings{bb161862,
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#TT157718"}
@inproceedings{bb161863,
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#TT157719"}
@inproceedings{bb161864,
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#TT157720"}
@inproceedings{bb161865,
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#TT157721"}
@inproceedings{bb161866,
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#TT157722"}
@inproceedings{bb161867,
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#TT157723"}
@inproceedings{bb161868,
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#TT157724"}
@inproceedings{bb161869,
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#TT157725"}
@inproceedings{bb161870,
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#TT157726"}
@inproceedings{bb161871,
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#TT157727"}
@inproceedings{bb161872,
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#TT157728"}
@inproceedings{bb161873,
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#TT157729"}
@article{bb161874,
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#TT157730"}
@article{bb161875,
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#TT157731"}
@article{bb161876,
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#TT157732"}
@article{bb161877,
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#TT157733"}
@article{bb161878,
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#TT157734"}
@article{bb161879,
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#TT157735"}
@article{bb161880,
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#TT157736"}
@article{bb161881,
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#TT157737"}
@inproceedings{bb161882,
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#TT157738"}
@article{bb161883,
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#TT157739"}
@article{bb161884,
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#TT157740"}
@article{bb161885,
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#TT157741"}
@article{bb161886,
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#TT157742"}
@article{bb161887,
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#TT157743"}
@inproceedings{bb161888,
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#TT157744"}
@inproceedings{bb161889,
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#TT157745"}
@inproceedings{bb161890,
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#TT157746"}
@inproceedings{bb161891,
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#TT157747"}
@inproceedings{bb161892,
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#TT157748"}
@inproceedings{bb161893,
AUTHOR = "Li, Y. and Min, M.R. 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#TT157749"}
@inproceedings{bb161894,
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#TT157750"}
@inproceedings{bb161895,
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#TT157751"}
@inproceedings{bb161896,
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#TT157752"}
@inproceedings{bb161897,
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#TT157753"}
@inproceedings{bb161898,
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#TT157754"}
@inproceedings{bb161899,
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#TT157755"}
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