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        AUTHOR = "Faraone, J. and Fraser, N. and Blott, M. and Leong, P.H.W.",
        TITLE = "SYQ: Learning Symmetric Quantization for Efficient Deep Neural
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4300-4309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103723"}

@inproceedings{bb107301,
        AUTHOR = "Ma, N.N. and Zhang, X.Y. and Zheng, H.T. and Sun, J.",
        TITLE = "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture
Design",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIV: 122-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103724"}

@inproceedings{bb107302,
        AUTHOR = "Zhang, X.Y. and Zhou, X. and Lin, M. and Sun, J.",
        TITLE = "ShuffleNet: An Extremely Efficient Convolutional Neural Network for
Mobile Devices",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6848-6856",
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@inproceedings{bb107303,
        AUTHOR = "Prabhu, A. and Varma, G. and Namboodiri, A.",
        TITLE = "Deep Expander Networks: Efficient Deep Networks from Graph Theory",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIII: 20-36",
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@inproceedings{bb107304,
        AUTHOR = "Freeman, I. and Roese Koerner, L. and Kummert, A.",
        TITLE = "Effnet: An Efficient Structure for Convolutional Neural Networks",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
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@inproceedings{bb107305,
        AUTHOR = "Zhou, Z. and Zhou, W. and Li, H. and Hong, R.",
        TITLE = "Online Filter Clustering and Pruning for Efficient Convnets",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103728"}

@inproceedings{bb107306,
        AUTHOR = "Elordi, U. and Unzueta, L. and Arganda Carreras, I. and Otaegui, O.",
        TITLE = "How Can Deep Neural Networks Be Generated Efficiently for Devices with
Limited Resources?",
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        YEAR = "2018",
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@inproceedings{bb107307,
        AUTHOR = "Prabhu, A. and Batchu, V. and Gajawada, R. and Munagala, S.A. and Namboodiri, A.",
        TITLE = "Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and
Memory",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "821-829",
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@inproceedings{bb107308,
        AUTHOR = "Lee, T.K. and Baddar, W.J. and Kim, S.T. and Ro, Y.M.",
        TITLE = "Convolution with Logarithmic Filter Groups for Efficient Shallow CNN",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:117-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103731"}

@inproceedings{bb107309,
        AUTHOR = "Veniat, T. and Denoyer, L.",
        TITLE = "Learning Time/Memory-Efficient Deep Architectures with Budgeted Super
Networks",
        BOOKTITLE = CVPR18,
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        PAGES = "3492-3500",
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@inproceedings{bb107310,
        AUTHOR = "Huang, G. and Liu, Z. and van der Maaten, L. and Weinberger, K.Q.",
        TITLE = "Densely Connected Convolutional Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2261-2269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103733"}

@inproceedings{bb107311,
        AUTHOR = "Huang, G. and Sun, Y. and Liu, Z. and Sedra, D. and Weinberger, K.Q.",
        TITLE = "Deep Networks with Stochastic Depth",
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@inproceedings{bb107312,
        AUTHOR = "Huang, G. and Liu, S.C. and van der Maaten, L. and Weinberger, K.Q.",
        TITLE = "CondenseNet: An Efficient DenseNet Using Learned Group Convolutions",
        BOOKTITLE = CVPR18,
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@inproceedings{bb107313,
        AUTHOR = "Zhao, G. and Zhang, Z. and Guan, H. and Tang, P. and Wang, J.",
        TITLE = "Rethinking ReLU to Train Better CNNs",
        BOOKTITLE = ICPR18,
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@inproceedings{bb107314,
        AUTHOR = "Chan, M. and Scarafoni, D. and Duarte, R. and Thornton, J. and Skelly, L.",
        TITLE = "Learning Network Architectures of Deep CNNs Under Resource
Constraints",
        BOOKTITLE = EfficientDeep18,
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@inproceedings{bb107315,
        AUTHOR = "Kuen, J. and Kong, X.F. and Wang, G. and Tan, Y.P.",
        TITLE = "DelugeNets: Deep Networks with Efficient and Flexible Cross-Layer
Information Inflows",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
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@inproceedings{bb107316,
        AUTHOR = "Singh, A. and Kingsbury, N.G.",
        TITLE = "Efficient Convolutional Network Learning Using Parametric Log Based
Dual-Tree Wavelet ScatterNet",
        BOOKTITLE = CEFR-LCV17,
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@inproceedings{bb107317,
        AUTHOR = "Liu, Z. and Li, J. and Shen, Z. and Huang, G. and Yan, S. and Zhang, C.",
        TITLE = "Learning Efficient Convolutional Networks through Network Slimming",
        BOOKTITLE = ICCV17,
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@inproceedings{bb107318,
        AUTHOR = "Yang, T.J. and Chen, Y.H. and Sze, V.",
        TITLE = "Designing Energy-Efficient Convolutional Neural Networks Using
Energy-Aware Pruning",
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        YEAR = "2017",
        PAGES = "6071-6079",
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@inproceedings{bb107319,
        AUTHOR = "Ioannou, Y. and Robertson, D. and Cipolla, R. and Criminisi, A.",
        TITLE = "Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups",
        BOOKTITLE = CVPR17,
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@inproceedings{bb107320,
        AUTHOR = "Guo, J. and Potkonjak, M.",
        TITLE = "Pruning ConvNets Online for Efficient Specialist Models",
        BOOKTITLE = ECVW17,
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@inproceedings{bb107321,
        AUTHOR = "Lin, J.H. and Xing, T. and Zhao, R. and Zhang, Z. and Srivastava, M. and Tu, Z. and Gupta, R.K.",
        TITLE = "Binarized Convolutional Neural Networks with Separable Filters for
Efficient Hardware Acceleration",
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@inproceedings{bb107322,
        AUTHOR = "Zhang, X. and Li, Z. and Loy, C.C. and Lin, D.",
        TITLE = "PolyNet: A Pursuit of Structural Diversity in Very Deep Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
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@inproceedings{bb107323,
        AUTHOR = "Yan, S.",
        TITLE = "Keynotes: Deep learning for visual understanding:
Effectiveness vs. efficiency",
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@inproceedings{bb107324,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Zhang, D. and Liu, Y. and Lu, G.",
        TITLE = "Improved Tamura Features for Image Classification Using Kernel Based
Descriptors",
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        YEAR = "2017",
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@inproceedings{bb107325,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Zhang, D. and Liu, Y. and Lu, G.",
        TITLE = "Improved Kernel Descriptors for Effective and Efficient Image
Classification",
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@inproceedings{bb107326,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Zhang, D. and Liu, Y. and Lu, G.",
        TITLE = "Combining Pyramid Match Kernel and Spatial Pyramid for Image
Classification",
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        YEAR = "2016",
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@inproceedings{bb107327,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Lu, G. and Zhang, D.",
        TITLE = "Rotation Invariant Spatial Pyramid Matching for Image Classification",
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@inproceedings{bb107328,
        AUTHOR = "Opitz, M. and Possegger, H. and Bischof, H.",
        TITLE = "Efficient Model Averaging for Deep Neural Networks",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "II: 205-220",
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@inproceedings{bb107329,
        AUTHOR = "Zhang, Z.M. and Chen, Y.T. and Saligrama, V.",
        TITLE = "Efficient Training of Very Deep Neural Networks for Supervised
Hashing",
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@inproceedings{bb107330,
        AUTHOR = "Smith, L.N.",
        TITLE = "Cyclical Learning Rates for Training Neural Networks",
        BOOKTITLE = WACV17,
        YEAR = "2017",
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@inproceedings{bb107331,
        AUTHOR = "Smith, L.N. and Hand, E.M. and Doster, T.",
        TITLE = "Gradual DropIn of Layers to Train Very Deep Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4763-4771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103754"}

@inproceedings{bb107332,
        AUTHOR = "Pasquet, J. and Chaumont, M. and Subsol, G. and Derras, M.",
        TITLE = "Speeding-up a convolutional neural network by connecting an SVM
network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2286-2290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103755"}

@inproceedings{bb107333,
        AUTHOR = "Park, W.S. and Kim, M.",
        TITLE = "CNN-based in-loop filtering for coding efficiency improvement",
        BOOKTITLE = IVMSP16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103756"}

@inproceedings{bb107334,
        AUTHOR = "Moons, B. and de Brabandere, B. and Van Gool, L.J. and Verhelst, M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103757"}

@inproceedings{bb107335,
        AUTHOR = "Hsu, F.C. and Gubbi, J. and Palaniswami, M.",
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        BOOKTITLE = DICTA15,
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@inproceedings{bb107336,
        AUTHOR = "Highlander, T. and Rodriguez, A.",
        TITLE = "Very Efficient Training of Convolutional Neural Networks using Fast
Fourier Transform and Overlap-and-Add",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103759"}

@article{bb107337,
        AUTHOR = "Chung, F.L. and Wang, S. and Deng, Z. and Hu, D.",
        TITLE = "CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With
Sigmoid Activation Functions",
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        NUMBER = "6",
        MONTH = "December",
        PAGES = "1319-1331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103760"}

@article{bb107338,
        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",
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        NUMBER = "10",
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        PAGES = "2030-2044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103761"}

@article{bb107339,
        AUTHOR = "Montavon, G. and Lapuschkin, S. and Binder, A. and Samek, W. and Muller, K.R.",
        TITLE = "Explaining nonlinear classification decisions with deep Taylor
decomposition",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "211-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103762"}

@inproceedings{bb107340,
        AUTHOR = "Lapuschkin, S. and Binder, A. and Montavon, G. and Muller, K.R. and Samek, W.",
        TITLE = "Analyzing Classifiers: Fisher Vectors and Deep Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2912-2920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103763"}

@inproceedings{bb107341,
        AUTHOR = "Samangouei, P. and Saeedi, A. and Nakagawa, L. and Silberman, N.",
        TITLE = "ExplainGAN: Model Explanation via Decision Boundary Crossing
Transformations",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 681-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103764"}

@article{bb107342,
        AUTHOR = "Li, Z.Z. and Hoiem, D.",
        TITLE = "Learning Without Forgetting",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2935-2947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103765"}

@inproceedings{bb107343,
        AUTHOR = "Hoiem, D. and Li, Z.Z.",
        TITLE = "Learning Without Forgetting",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 614-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103765"}

@article{bb107344,
        AUTHOR = "Mopuri, K.R. and Garg, U. and Babu, R.V.",
        TITLE = "CNN Fixations: An Unraveling Approach to Visualize the Discriminative
Image Regions",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2116-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103766"}

@article{bb107345,
        AUTHOR = "Kuo, C.C.J. and Zhang, M. and Li, S. and Duan, J. and Chen, Y.",
        TITLE = "Interpretable convolutional neural networks via feedforward design",
        JOURNAL = JVCIR,
        VOLUME = "60",
        YEAR = "2019",
        PAGES = "346-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103767"}

@article{bb107346,
        AUTHOR = "Li, H. and Tian, Y. and Mueller, K. and Chen, X.",
        TITLE = "Beyond saliency: Understanding convolutional neural networks from
saliency prediction on layer-wise relevance propagation",
        JOURNAL = IVC,
        VOLUME = "83-84",
        YEAR = "2019",
        PAGES = "70-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103768"}

@article{bb107347,
        AUTHOR = "Fan, C.X. and Li, Y. and Tian, L. and Li, Y.",
        TITLE = "Rectifying Transformation Networks for Transformation-Invariant
Representations with Power Law",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "675-679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103769"}

@article{bb107348,
        AUTHOR = "Cao, C.S. and Huang, Y.Z. and Yang, Y. and Wang, L. and Wang, Z.L. and Tan, T.N.",
        TITLE = "Feedback Convolutional Neural Network for Visual Localization and
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1627-1640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103770"}

@article{bb107349,
        AUTHOR = "Zhou, B. and Bau, D. and Oliva, A. and Torralba, A.",
        TITLE = "Interpreting Deep Visual Representations via Network Dissection",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "2131-2145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103771"}

@article{bb107350,
        AUTHOR = "Liu, R.S. and Cheng, S.C. and Ma, L. and Fan, X. and Luo, Z.X.",
        TITLE = "Deep Proximal Unrolling:
Algorithmic Framework, Convergence Analysis and Applications",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5013-5026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103772"}

@article{bb107351,
        AUTHOR = "Cui, X.R. and Wang, D. and Wang, Z.J.",
        TITLE = "Multi-Scale Interpretation Model for Convolutional Neural Networks:
Building Trust Based on Hierarchical Interpretation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2263-2276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103773"}

@article{bb107352,
        AUTHOR = "Wang, W. and Zhu, L. and Guo, B.",
        TITLE = "Reliable identification of redundant kernels for convolutional neural
network compression",
        JOURNAL = JVCIR,
        VOLUME = "63",
        YEAR = "2019",
        PAGES = "102582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103774"}

@inproceedings{bb107353,
        AUTHOR = "El Khatib, A. and Karray, F.",
        TITLE = "Strategies for Improving Single-Head Continual Learning Performance",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:452-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103775"}

@inproceedings{bb107354,
        AUTHOR = "Kamma, K. and Isoda, Y. and Inoue, S. and Wada, T.",
        TITLE = "Behavior-Based Compression for Convolutional Neural Networks",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:427-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103776"}

@inproceedings{bb107355,
        AUTHOR = "Tartaglione, E. and Grangetto, M.",
        TITLE = "Take a Ramble into Solution Spaces for Classification Problems in
Neural Networks",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:345-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103777"}

@inproceedings{bb107356,
        AUTHOR = "Gu, J.D. and Yang, Y.C. and Tresp, V.",
        TITLE = "Understanding Individual Decisions of CNNs via Contrastive
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        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "III:119-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103778"}

@inproceedings{bb107357,
        AUTHOR = "Yu, T. and Long, H. and Hopcroft, J.E.",
        TITLE = "Curvature-based Comparison of Two Neural Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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@inproceedings{bb107358,
        AUTHOR = "Malakhova, K.",
        TITLE = "Representation of Categories in Filters of Deep Neural Networks",
        BOOKTITLE = Cognitive18,
        YEAR = "2018",
        PAGES = "2054-20542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103780"}

@inproceedings{bb107359,
        AUTHOR = "Wang, Y.S. and Liu, W.Y. and Ma, X.J. and Bailey, J. and Zha, H.Y. and Song, L. and Xia, S.T.",
        TITLE = "Iterative Learning with Open-set Noisy Labels",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8688-8696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103781"}

@inproceedings{bb107360,
        AUTHOR = "Hayes, T.L. and Kemker, R. and Cahill, N.D. and Kanan, C.",
        TITLE = "New Metrics and Experimental Paradigms for Continual Learning",
        BOOKTITLE = DeepLearnRV18,
        YEAR = "2018",
        PAGES = "2112-21123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103782"}

@inproceedings{bb107361,
        AUTHOR = "Kanbak, C. and Moosavi Dezfooli, S.M. and Frossard, P.",
        TITLE = "Geometric Robustness of Deep Networks: Analysis and Improvement",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4441-4449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103783"}

@inproceedings{bb107362,
        AUTHOR = "Shmelkov, K. and Schmid, C. and Alahari, K.",
        TITLE = "Incremental Learning of Object Detectors without Catastrophic
Forgetting",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3420-3429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103784"}

@inproceedings{bb107363,
        AUTHOR = "Rannen, A. and Aljundi, R. and Blaschko, M.B. and Tuytelaars, T.",
        TITLE = "Encoder Based Lifelong Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1329-1337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103785"}

@inproceedings{bb107364,
        AUTHOR = "Aljundi, R. and Babiloni, F. and Elhoseiny, M. and Rohrbach, M. and Tuytelaars, T.",
        TITLE = "Memory Aware Synapses: Learning What (not) to Forget",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "III: 144-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103786"}

@inproceedings{bb107365,
        AUTHOR = "Liu, X.L. and Masana, M. and Herranz, L. and van de Weijer, J. and Lopez, A.M. and Bagdanov, A.D.",
        TITLE = "Rotate your Networks: Better Weight Consolidation and Less
Catastrophic Forgetting",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2262-2268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103787"}

@inproceedings{bb107366,
        AUTHOR = "Fawzi, A. and Moosavi Dezfooli, S. and Frossard, P. and Soatto, S.",
        TITLE = "Empirical Study of the Topology and Geometry of Deep Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3762-3770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103788"}

@inproceedings{bb107367,
        AUTHOR = "Zhang, Z.M. and Wu, Y.W. and Wang, G.H.",
        TITLE = "BPGrad: Towards Global Optimality in Deep Learning via Branch and
Pruning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3301-3309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103789"}

@inproceedings{bb107368,
        AUTHOR = "Palacio, S. and Folz, J. and Hees, J. and Raue, F. and Borth, D. and Dengel, A.",
        TITLE = "What do Deep Networks Like to See?",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3108-3117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103790"}

@inproceedings{bb107369,
        AUTHOR = "Aodha, O.M. and Su, S. and Chen, Y. and Perona, P. and Yue, Y.",
        TITLE = "Teaching Categories to Human Learners with Visual Explanations",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3820-3828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103791"}

@inproceedings{bb107370,
        AUTHOR = "Fong, R. and Vedaldi, A.",
        TITLE = "Net2Vec: Quantifying and Explaining How Concepts are Encoded by
Filters in Deep Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8730-8738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103792"}

@inproceedings{bb107371,
        AUTHOR = "Mascharka, D. and Tran, P. and Soklaski, R. and Majumdar, A.",
        TITLE = "Transparency by Design: Closing the Gap Between Performance and
Interpretability in Visual Reasoning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4942-4950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103793"}

@inproceedings{bb107372,
        AUTHOR = "Wang, Y. and Su, H. and Zhang, B. and Hu, X.",
        TITLE = "Interpret Neural Networks by Identifying Critical Data Routing Paths",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8906-8914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103794"}

@inproceedings{bb107373,
        AUTHOR = "Dong, Y.P. and Su, H. and Zhu, J. and Zhang, B.",
        TITLE = "Improving Interpretability of Deep Neural Networks with Semantic
Information",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "975-983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103795"}

@inproceedings{bb107374,
        AUTHOR = "Bau, D. and Zhou, B. and Khosla, A. and Oliva, A. and Torralba, A.B.",
        TITLE = "Network Dissection:
Quantifying Interpretability of Deep Visual Representations",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3319-3327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103796"}

@inproceedings{bb107375,
        AUTHOR = "Hu, R.H. and Andreas, J. and Darrell, T.J. and Saenko, K.",
        TITLE = "Explainable Neural Computation via Stack Neural Module Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 55-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103797"}

@inproceedings{bb107376,
        AUTHOR = "Rupprecht, C. and Laina, I. and Navab, N. and Hager, G.D. and Tombari, F.",
        TITLE = "Guide Me: Interacting with Deep Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8551-8561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103798"}

@inproceedings{bb107377,
        AUTHOR = "Zhang, Q. and Wu, Y.N. and Zhu, S.",
        TITLE = "Interpretable Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8827-8836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103799"}

@inproceedings{bb107378,
        AUTHOR = "Khan, S.H. and Hayat, M. and Porikli, F.M.",
        TITLE = "Scene Categorization with Spectral Features",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5639-5649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103800"}

@inproceedings{bb107379,
        AUTHOR = "Worrall, D.E. and Garbin, S.J. and Turmukhambetov, D. and Brostow, G.J.",
        TITLE = "Interpretable Transformations with Encoder-Decoder Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5737-5746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103801"}

@inproceedings{bb107380,
        AUTHOR = "Sankaranarayanan, S. and Jain, A. and Lim, S.N.",
        TITLE = "Guided Perturbations:
Self-Corrective Behavior in Convolutional Neural Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3582-3590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103802"}

@inproceedings{bb107381,
        AUTHOR = "Selvaraju, R.R. and Cogswell, M. and Das, A. and Vedantam, R. and Parikh, D. and Batra, D.",
        TITLE = "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based
Localization",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "618-626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT103803"}

@article{bb107382,
        AUTHOR = "He, S.F. and Lau, R.W.H. and Liu, W. and Huang, Z. and Yang, Q.X.",
        TITLE = "SuperCNN: A Superpixelwise Convolutional Neural Network for Salient
Object Detection",
        JOURNAL = IJCV,
        VOLUME = "115",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "330-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103804"}

@article{bb107383,
        AUTHOR = "Shin, H.C. and Roth, H.R. and Gao, M. and Lu, L. and Xu, Z. and Nogues, I. and Yao, J. and Mollura, D. and Summers, R.M.",
        TITLE = "Deep Convolutional Neural Networks for Computer-Aided Detection: CNN
Architectures, Dataset Characteristics and Transfer Learning",
        JOURNAL = MedImg,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1285-1298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103805"}

@article{bb107384,
        AUTHOR = "Li, X. and Zhao, L. and Wei, L. and Yang, M.H. and Wu, F. and Zhuang, Y. and Ling, H. and Wang, J.",
        TITLE = "DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object
Detection",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3919-3930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103806"}

@article{bb107385,
        AUTHOR = "Zhang, X.Y. and Zou, J.H. and He, K.M. and Sun, J.",
        TITLE = "Accelerating Very Deep Convolutional Networks for Classification and
Detection",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1943-1955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103807"}

@inproceedings{bb107386,
        AUTHOR = "He, Y. and Zhang, X.Y. and Sun, J.",
        TITLE = "Channel Pruning for Accelerating Very Deep Neural Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1398-1406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103808"}

@inproceedings{bb107387,
        AUTHOR = "Zhang, X.Y. and Zou, J.H. and Ming, X. and He, K.M. and Sun, J.",
        TITLE = "Efficient and accurate approximations of nonlinear convolutional
networks",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1984-1992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103809"}

@inproceedings{bb107388,
        AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
        TITLE = "Delving Deep into Rectifiers:
Surpassing Human-Level Performance on ImageNet Classification",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1026-1034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103810"}

@article{bb107389,
        AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
        TITLE = "Spatial Pyramid Pooling in Deep Convolutional Networks for Visual
Recognition",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1904-1916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103811"}

@inproceedings{bb107390,
        AUTHOR = "Sun, J. and Ren, S.Q. and Zhang, X.Y. and He, K.M.",
        TITLE = "Spatial Pyramid Pooling in Deep Convolutional Networks for Visual
Recognition",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 346-361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103811"}

@inproceedings{bb107391,
        AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
        TITLE = "Deep Residual Learning for Image Recognition",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "770-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103812"}

@inproceedings{bb107392,
        AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
        TITLE = "Identity Mappings in Deep Residual Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 630-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103813"}

@article{bb107393,
        AUTHOR = "Ren, S.Q. and He, K.M. and Girshick, R. and Sun, J.",
        TITLE = "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal
Networks",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1137-1149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103814"}

@article{bb107394,
        AUTHOR = "Ren, S.Q. and He, K.M. and Girshick, R. and Zhang, X. and Sun, J.",
        TITLE = "Object Detection Networks on Convolutional Feature Maps",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1476-1481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103815"}

@article{bb107395,
        AUTHOR = "Wang, L. and Zhang, B.C. and Han, J.G. and Shen, L.L. and Qian, C.S.",
        TITLE = "Robust object representation by boosting-like deep learning
architecture",
        JOURNAL = SP:IC,
        VOLUME = "47",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "490-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103816"}

@article{bb107396,
        AUTHOR = "Guo, H. and Wang, J. and Gao, Y. and Li, J. and Lu, H.",
        TITLE = "Multi-View 3D Object Retrieval With Deep Embedding Network",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5526-5537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103817"}

@article{bb107397,
        AUTHOR = "Rajchl, M. and Lee, M.C.H. and Oktay, O. and Kamnitsas, K. and Passerat Palmbach, J. and Bai, W. and Damodaram, M. and Rutherford, M.A. and Hajnal, J.V. and Kainz, B. and Rueckert, D.",
        TITLE = "DeepCut: Object Segmentation From Bounding Box Annotations Using
Convolutional Neural Networks",
        JOURNAL = MedImg,
        VOLUME = "36",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "674-683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103818"}

@article{bb107398,
        AUTHOR = "Wei, Y. and Zhao, Y. and Lu, C. and Wei, S. and Liu, L. and Zhu, Z. and Yan, S.",
        TITLE = "Cross-Modal Retrieval With CNN Visual Features: A New Baseline",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "449-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103819"}

@article{bb107399,
        AUTHOR = "Long, Y. and Gong, Y.P. and Xiao, Z.F. and Liu, Q.",
        TITLE = "Accurate Object Localization in Remote Sensing Images Based on
Convolutional Neural Networks",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2486-2498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT103820"}

Last update:Sep 9, 2019 at 16:26:55