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        NUMBER = "3",
        MONTH = "June",
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@article{bb120858,
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        TITLE = "Weighted sigmoid gate unit for an activation function of deep neural
network",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
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@article{bb120859,
        AUTHOR = "Ulyanov, D. and Vedaldi, A. and Lempitsky, V.",
        TITLE = "Deep Image Prior",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
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        PAGES = "1867-1888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117086"}

@article{bb120860,
        AUTHOR = "Shin, D. and Yoo, H.",
        TITLE = "The Heterogeneous Deep Neural Network Processor With a Non-von
Neumann Architecture",
        JOURNAL = PIEEE,
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        MONTH = "August",
        PAGES = "1245-1260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117087"}

@article{bb120861,
        AUTHOR = "Zhu, R. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Semi-supervised elastic manifold embedding with deep learning
architecture",
        JOURNAL = PR,
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        YEAR = "2020",
        PAGES = "107425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117088"}

@article{bb120862,
        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/pattern652dee2.html#TT117089"}

@article{bb120863,
        AUTHOR = "Chen, Z. and Ho, P.H.",
        TITLE = "A generic shift-norm-activation approach for deep learning",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117090"}

@article{bb120864,
        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/pattern652dee2.html#TT117091"}

@article{bb120865,
        AUTHOR = "Santiago, C. and Barata, C. and Sasdelli, M. and Carneiro, G. and Nascimento, J.C.",
        TITLE = "LOW: Training deep neural networks by learning optimal sample weights",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117092"}

@article{bb120866,
        AUTHOR = "Dixit, M. and Li, Y.S. and Vasconcelos, N.M.",
        TITLE = "Semantic Fisher Scores for Task Transfer:
Using Objects to Classify Scenes",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3102-3118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117093"}

@inproceedings{bb120867,
        AUTHOR = "Li, Y.S. and Dixit, M. and Vasconcelos, N.M.",
        TITLE = "Deep Scene Image Classification with the MFAFVNet",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5757-5765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117094"}

@article{bb120868,
        AUTHOR = "Chen, G. and Srihari, S.N.",
        TITLE = "Revisiting hierarchy:
Deep learning with orthogonally constrained prior for classification",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "214-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117095"}

@article{bb120869,
        AUTHOR = "Luo, P. and Zhang, R.M. and Ren, J.M. and Peng, Z.L. and Li, J.Y.",
        TITLE = "Switchable Normalization for Learning-to-Normalize Deep
Representation",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "712-728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117096"}

@article{bb120870,
        AUTHOR = "Ma, W.P. and Zhao, J. and Zhu, H. and Shen, J.C. and Jiao, L.C. and Wu, Y. and Hou, B.",
        TITLE = "A Spatial-Channel Collaborative Attention Network for Enhancement of
Multiresolution Classification",
        JOURNAL = RS,
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        YEAR = "2021",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117097"}

@article{bb120871,
        AUTHOR = "Fukushima, K.",
        TITLE = "Artificial Vision by Deep CNN Neocognitron",
        JOURNAL = SMCS,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "76-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117098"}

@article{bb120872,
        AUTHOR = "Qi, Z.A. and Khorram, S. and Fuxin, L.",
        TITLE = "Embedding deep networks into visual explanations",
        JOURNAL = AI,
        VOLUME = "292",
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117099"}

@article{bb120873,
        AUTHOR = "Messina, N. and Amato, G. and Carrara, F. and Gennaro, C. and Falchi, F.",
        TITLE = "Solving the same-different task with convolutional neural networks",
        JOURNAL = PRL,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117100"}

@inproceedings{bb120874,
        AUTHOR = "Amato, G. and Carrara, F. and Falchi, F. and Gennaro, C. and Lagani, G.",
        TITLE = "Hebbian Learning Meets Deep Convolutional Neural Networks",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:324-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117101"}

@article{bb120875,
        AUTHOR = "Yan, Z. and Guo, Y. 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/pattern652dee2.html#TT117102"}

@article{bb120876,
        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/pattern652dee2.html#TT117103"}

@article{bb120877,
        AUTHOR = "Cai, H.Y. and Zhang, X. and Lan, L. and Dong, G. 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",
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117104"}

@article{bb120878,
        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/pattern652dee2.html#TT117105"}

@inproceedings{bb120879,
        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/pattern652dee2.html#TT117106"}

@article{bb120880,
        AUTHOR = "Yuille, A.L. and Liu, C.X.",
        TITLE = "Deep Nets: What have They Ever Done for Vision?",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "781-802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117107"}

@article{bb120881,
        AUTHOR = "Balestriero, R. and Baraniuk, R.G.",
        TITLE = "Mad Max: Affine Spline Insights Into Deep Learning",
        JOURNAL = PIEEE,
        VOLUME = "109",
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        NUMBER = "5",
        MONTH = "May",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117108"}

@article{bb120882,
        AUTHOR = "Liu, D. and Ning, J. and Wu, J.Z. and Yang, G.W.",
        TITLE = "Extending Ordinary-Label Learning Losses to Complementary-Label
Learning",
        JOURNAL = SPLetters,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117109"}

@article{bb120883,
        AUTHOR = "Zeng, X.F. and Wu, W.X. and Tian, G.Z. and Li, F.X. and Liu, Y.",
        TITLE = "Deep Superpixel Convolutional Network for Image Recognition",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "922-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117110"}

@article{bb120884,
        AUTHOR = "Zhao, B.X. and Xiong, H.Y. and Bian, J. and Guo, Z.S. and Xu, C.Z. and Dou, D.",
        TITLE = "COMO: Efficient Deep Neural Networks Expansion With COnvolutional
MaxOut",
        JOURNAL = MultMed,
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        YEAR = "2021",
        PAGES = "1722-1730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117111"}

@article{bb120885,
        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/pattern652dee2.html#TT117112"}

@article{bb120886,
        AUTHOR = "Chen, Z. and Wu, X.J. and Xu, T.Y. and Kittler, J.V.",
        TITLE = "Learning Alternating Deep-Layer Cascaded Representation",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1520-1524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117113"}

@article{bb120887,
        AUTHOR = "Vidal Pino, O. and Nascimento, E.R. and Campos, M.F.M.",
        TITLE = "Introducing the structural bases of typicality effects in deep
learning",
        JOURNAL = IVC,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117114"}

@article{bb120888,
        AUTHOR = "Fan, B. and Liu, H.M. and Zeng, H. and Zhang, J.Y. and Liu, X. and Han, J.W.",
        TITLE = "Deep Unsupervised Binary Descriptor Learning Through Locality
Consistency and Self Distinctiveness",
        JOURNAL = MultMed,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117115"}

@article{bb120889,
        AUTHOR = "Wang, X. and Wang, S. and Ning, C. and Zhou, H.Y.",
        TITLE = "Enhanced Feature Pyramid Network With Deep Semantic Embedding for
Remote Sensing Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7918-7932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117116"}

@article{bb120890,
        AUTHOR = "Miao, Y.Q. and Lin, Z.J. and Ma, X. and Ding, G.G. and Han, J.G.",
        TITLE = "Learning Transformation-Invariant Local Descriptors With Low-Coupling
Binary Codes",
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117117"}

@inproceedings{bb120891,
        AUTHOR = "Begon, J.M. and Geurts, P.",
        TITLE = "Sample-free white-box out-of-distribution detection for deep learning",
        BOOKTITLE = TCV21,
        YEAR = "2021",
        PAGES = "3285-3294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117118"}

@inproceedings{bb120892,
        AUTHOR = "Pestana, C. and Liu, W. and Glance, D. and Owens, R. and Mian, A.",
        TITLE = "Assistive Signals for Deep Neural Network Classifiers",
        BOOKTITLE = LXCV21,
        YEAR = "2021",
        PAGES = "1221-1225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117119"}

@inproceedings{bb120893,
        AUTHOR = "Lin, Y. and Wang, N. and Ma, X.Q. and Li, Z. and Bai, G.",
        TITLE = "How Does DCNN Make Decisions ?",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3342-3349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117120"}

@inproceedings{bb120894,
        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/pattern652dee2.html#TT117121"}

@inproceedings{bb120895,
        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/pattern652dee2.html#TT117122"}

@inproceedings{bb120896,
        AUTHOR = "Kundu, S. and Datta, G. and Pedram, M. and Beerel, P.A.",
        TITLE = "Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks
by Limiting Spiking Activity via Attention-Guided Compression",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3952-3961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117123"}

@inproceedings{bb120897,
        AUTHOR = "Ding, Y. and Wang, L. and Gong, B.",
        TITLE = "Analyzing Deep Neural Network's Transferability via Fréchet Distance",
        BOOKTITLE = WACV21,
        YEAR = "2021",
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@inproceedings{bb120898,
        AUTHOR = "Jamadandi, A. and Tigadoli, R. and Tabib, R. and Mudenagudi, U.",
        TITLE = "Probabilistic Word Embeddings in Kinematic Space",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8759-8765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117125"}

@inproceedings{bb120899,
        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,
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Last update:Sep 19, 2021 at 21:11:01