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        AUTHOR = "He, J.J. and Chen, B. and Ding, Y.Z. and Li, D.X.",
        TITLE = "Feature Variance Ratio-guided Channel Pruning for Deep Convolutional
Network Acceleration",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:170-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116430"}

@inproceedings{bb120201,
        AUTHOR = "Li, D. and Chen, S. and Liu, X.D. and Sun, Y. and Zhang, L.",
        TITLE = "Towards Optimal Filter Pruning with Balanced Performance and Pruning
Speed",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:252-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116431"}

@inproceedings{bb120202,
        AUTHOR = "Davoodikakhki, M. and Yin, K.",
        TITLE = "Hierarchical Action Classification with Network Pruning",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:291-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116432"}

@inproceedings{bb120203,
        AUTHOR = "Elkerdawy, S. and Elhoushi, M. and Singh, A. and Zhang, H. and Ray, N.",
        TITLE = "To Filter Prune, or to Layer Prune, That Is the Question",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:737-753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116433"}

@inproceedings{bb120204,
        AUTHOR = "Duan, H. and Li, H.",
        TITLE = "Channel Pruning for Accelerating Convolutional Neural Networks via
Wasserstein Metric",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:492-505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116434"}

@inproceedings{bb120205,
        AUTHOR = "Xu, Z.W. and Ajanthan, T. and Hartley, R.I.",
        TITLE = "Fast and Differentiable Message Passing on Pairwise Markov Random
Fields",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:523-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116435"}

@inproceedings{bb120206,
        AUTHOR = "Xu, Z.W. and Ajanthan, T. and Vineet, V. and Hartley, R.I.",
        TITLE = "RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs",
        BOOKTITLE = "3DV20",
        YEAR = "2020",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116436"}

@inproceedings{bb120207,
        AUTHOR = "Ning, X.F. and Zhao, T.C. and Li, W.S. and Lei, P. and Wang, Y. and Yang, H.Z.",
        TITLE = "DSA: More Efficient Budgeted Pruning via Differentiable Sparsity
Allocation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "III:592-607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116437"}

@inproceedings{bb120208,
        AUTHOR = "Ye, X.C. and Dai, P.C. and Luo, J.Y. and Guo, X. and Qi, Y.J. and Yang, J.L. and Chen, Y.R.",
        TITLE = "Accelerating CNN Training by Pruning Activation Gradients",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:322-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116438"}

@inproceedings{bb120209,
        AUTHOR = "Wang, Y.K. and Sun, F.C. and Li, D. and Yao, A.B.",
        TITLE = "Resolution Switchable Networks for Runtime Efficient Image Recognition",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XV:533-549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116439"}

@inproceedings{bb120210,
        AUTHOR = "Lee, M.K. and Lee, S. and Lee, S.H. and Song, B.C.",
        TITLE = "Channel Pruning Via Gradient Of Mutual Information For Light-Weight
Convolutional Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1751-1755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116440"}

@inproceedings{bb120211,
        AUTHOR = "Meyer, M. and Wiesner, J. and Rohlfing, C.",
        TITLE = "Optimized Convolutional Neural Networks for Video Intra Prediction",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3334-3338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116441"}

@inproceedings{bb120212,
        AUTHOR = "Mousa Pasandi, M. and Hajabdollahi, M. and Karimi, N. and Samavi, S. and Shirani, S.",
        TITLE = "Convolutional Neural Network Pruning Using Filter Attenuation",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2905-2909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116442"}

@inproceedings{bb120213,
        AUTHOR = "Elkerdawy, S. and Elhoushi, M. and Singh, A. and Zhang, H. and Ray, N.",
        TITLE = "One-Shot Layer-Wise Accuracy Approximation For Layer Pruning",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2940-2944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116443"}

@inproceedings{bb120214,
        AUTHOR = "Tian, H.D. and Liu, B. and Yuan, X.T. and Liu, Q.S.",
        TITLE = "Meta-learning with Network Pruning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIX:675-700",
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@inproceedings{bb120215,
        AUTHOR = "Li, Y. and Gu, S.H. and Zhang, K. and Van Gool, L.J. and Timofte, R.",
        TITLE = "DHP: Differentiable Meta Pruning via Hypernetworks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:608-624",
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@inproceedings{bb120216,
        AUTHOR = "Messikommer, N. and Gehrig, D. and Loquercio, A. and Scaramuzza, D.",
        TITLE = "Event-based Asynchronous Sparse Convolutional Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:415-431",
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@inproceedings{bb120217,
        AUTHOR = "Kim, B. and Chudomelka, B. and Park, J. and Kang, J. and Hong, Y.J. and Kim, H.W.J.",
        TITLE = "Robust Neural Networks Inspired by Strong Stability Preserving
Runge-Kutta Methods",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IX:416-432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116447"}

@inproceedings{bb120218,
        AUTHOR = "Li, B.L. and Wu, B. and Su, J. and Wang, G.R.",
        TITLE = "Eagleeye: Fast Sub-net Evaluation for Efficient Neural Network Pruning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:639-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116448"}

@inproceedings{bb120219,
        AUTHOR = "Li, Y. and Gu, S. and Mayer, C. and Van Gool, L.J. and Timofte, R.",
        TITLE = "Group Sparsity:
The Hinge Between Filter Pruning and Decomposition for Network Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8015-8024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116449"}

@inproceedings{bb120220,
        AUTHOR = "Guo, S. and Wang, Y. and Li, Q. and Yan, J.",
        TITLE = "DMCP: Differentiable Markov Channel Pruning for Neural Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1536-1544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116450"}

@inproceedings{bb120221,
        AUTHOR = "Lin, M. and Ji, R. and Wang, Y. and Zhang, Y. and Zhang, B. and Tian, Y. and Shao, L.",
        TITLE = "HRank: Filter Pruning Using High-Rank Feature Map",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1526-1535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116451"}

@inproceedings{bb120222,
        AUTHOR = "Luo, J. and Wu, J.",
        TITLE = "Neural Network Pruning With Residual-Connections and Limited-Data",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1455-1464",
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@inproceedings{bb120223,
        AUTHOR = "Wu, Y. and Liu, C. and Chen, B. and Chien, S.",
        TITLE = "Constraint-Aware Importance Estimation for Global Filter Pruning
under Multiple Resource Constraints",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "2935-2943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116453"}

@inproceedings{bb120224,
        AUTHOR = "Gain, A. and Kaushik, P. and Siegelmann, H.",
        TITLE = "Adaptive Neural Connections for Sparsity Learning",
        BOOKTITLE = WACV20,
        YEAR = "2020",
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@inproceedings{bb120225,
        AUTHOR = "Ramakrishnan, R.K. and Sari, E. and Nia, V.P.",
        TITLE = "Differentiable Mask for Pruning Convolutional and Recurrent Networks",
        BOOKTITLE = CRV20,
        YEAR = "2020",
        PAGES = "222-229",
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@inproceedings{bb120226,
        AUTHOR = "Blakeney, C. and Yan, Y. and Zong, Z.",
        TITLE = "Is Pruning Compression?: Investigating Pruning Via Network Layer
Similarity",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "903-911",
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@inproceedings{bb120227,
        AUTHOR = "Verma, V.K. and Singh, P. and Namboodiri, V.P. and Rai, P.",
        TITLE = "A 'Network Pruning Network' Approach to Deep Model Compression",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2998-3007",
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@inproceedings{bb120228,
        AUTHOR = "Gao, S. and Liu, X. and Chien, L. and Zhang, W. and Alvarez, J.M.",
        TITLE = "VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep
Residual Networks",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "2980-2988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116458"}

@inproceedings{bb120229,
        AUTHOR = "Liu, Z. and Mu, H. and Zhang, X. and Guo, Z. and Yang, X. and Cheng, K. and Sun, J.",
        TITLE = "MetaPruning: Meta Learning for Automatic Neural Network Channel
Pruning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3295-3304",
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@inproceedings{bb120230,
        AUTHOR = "Zhou, Y. and Zhang, Y. and Wang, Y. and Tian, Q.",
        TITLE = "Accelerate CNN via Recursive Bayesian Pruning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3305-3314",
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@inproceedings{bb120231,
        AUTHOR = "Molchanov, P. and Mallya, A. and Tyree, S. and Frosio, I. and Kautz, J.",
        TITLE = "Importance Estimation for Neural Network Pruning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11256-11264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116461"}

@inproceedings{bb120232,
        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/pattern652nnp2.html#TT116462"}

@inproceedings{bb120233,
        AUTHOR = "Lemaire, C. and Achkar, A. and Jodoin, P.M.",
        TITLE = "Structured Pruning of Neural Networks With Budget-Aware Regularization",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9100-9108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116463"}

@inproceedings{bb120234,
        AUTHOR = "Ding, X.O. and Ding, G.G. and Guo, Y.C. and Han, J.G.",
        TITLE = "Centripetal SGD for Pruning Very Deep Convolutional Networks With
Complicated Structure",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4938-4948",
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@inproceedings{bb120235,
        AUTHOR = "He, Y. and Ding, Y.H. and Liu, P. and Zhu, L.C. and Zhang, H.W. and Yang, Y.",
        TITLE = "Learning Filter Pruning Criteria for Deep Convolutional Neural
Networks Acceleration",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2006-2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116465"}

@inproceedings{bb120236,
        AUTHOR = "He, Y. and Liu, P. and Wang, Z.W. and Hu, Z.L. and Yang, Y.",
        TITLE = "Filter Pruning via Geometric Median for Deep Convolutional Neural
Networks Acceleration",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4335-4344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116466"}

@inproceedings{bb120237,
        AUTHOR = "Zhao, C.L. and Ni, B.B. and Zhang, J. and Zhao, Q. and Zhang, W.J. and Tian, Q.",
        TITLE = "Variational Convolutional Neural Network Pruning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2775-2784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116467"}

@inproceedings{bb120238,
        AUTHOR = "Lin, S.H. and Ji, R.R. and Yan, C.Q. and Zhang, B.C. and Cao, L.J. and Ye, Q.X. and Huang, F.Y. and Doermann, D.",
        TITLE = "Towards Optimal Structured CNN Pruning via Generative Adversarial
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        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2785-2794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116468"}

@inproceedings{bb120239,
        AUTHOR = "Mummadi, C.K. and Genewein, T. and Zhang, D. and Brox, T. and Fischer, V.",
        TITLE = "Group Pruning Using a Bounded-Lp Norm for Group Gating and
Regularization",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "139-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116469"}

@inproceedings{bb120240,
        AUTHOR = "Wang, W.T. and Li, H.L. and Lin, W.S. and Chiang, C.M. and Tsai, Y.M.",
        TITLE = "Architecture-Aware Network Pruning for Vision Quality Applications",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2701-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116470"}

@inproceedings{bb120241,
        AUTHOR = "Zhang, Y.X. and Wang, H.A. and Luo, Y. and Yu, L. and Hu, H.J. and Shan, H.G. and Quek, T.Q.S.",
        TITLE = "Three-Dimensional Convolutional Neural Network Pruning with
Regularization-Based Method",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4270-4274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116471"}

@inproceedings{bb120242,
        AUTHOR = "Hu, Y. and Sun, S. and Li, J. and Zhu, J. and Wang, X. and Gu, Q.",
        TITLE = "Multi-Loss-Aware Channel Pruning of Deep Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "889-893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116472"}

@inproceedings{bb120243,
        AUTHOR = "Yu, R. and Li, A. and Chen, C. and Lai, J. and Morariu, V.I. and Han, X. and Gao, M. and Lin, C. and Davis, L.S.",
        TITLE = "NISP: Pruning Networks Using Neuron Importance Score Propagation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9194-9203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116473"}

@inproceedings{bb120244,
        AUTHOR = "Zhang, T. and Ye, S. and Zhang, K.Q. and Tang, J. and Wen, W. and Fardad, M. and Wang, Y.Z.",
        TITLE = "A Systematic DNN Weight Pruning Framework Using Alternating Direction
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        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 191-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116474"}

@inproceedings{bb120245,
        AUTHOR = "Huang, Q. and Zhou, K. and You, S. and Neumann, U.",
        TITLE = "Learning to Prune Filters in Convolutional Neural Networks",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "709-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116475"}

@inproceedings{bb120246,
        AUTHOR = "Carreira Perpinan, M.A. and Idelbayev, Y.",
        TITLE = "'Learning-Compression' Algorithms for Neural Net Pruning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8532-8541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116476"}

@inproceedings{bb120247,
        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",
        PAGES = "11-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116477"}

@inproceedings{bb120248,
        AUTHOR = "Zhu, L.G. and Deng, R.Z. and Maire, M. and Deng, Z.W. and Mori, G. and Tan, P.",
        TITLE = "Sparsely Aggregated Convolutional Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XII: 192-208",
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@inproceedings{bb120249,
        AUTHOR = "Wang, Z. and Zhu, C. and Xia, Z. and Guo, Q. and Liu, Y.",
        TITLE = "Towards thinner convolutional neural networks through gradually
global pruning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3939-3943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116479"}

@inproceedings{bb120250,
        AUTHOR = "Luo, J.H. and Wu, J. and Lin, W.",
        TITLE = "ThiNet:
A Filter Level Pruning Method for Deep Neural Network Compression",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5068-5076",
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@inproceedings{bb120251,
        AUTHOR = "Rueda, F.M. and Grzeszick, R. and Fink, G.A.",
        TITLE = "Neuron Pruning for Compressing Deep Networks Using Maxout Architectures",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "177-188",
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@inproceedings{bb120252,
        AUTHOR = "Yang, T.J. and Chen, Y.H. and Sze, V.",
        TITLE = "Designing Energy-Efficient Convolutional Neural Networks Using
Energy-Aware Pruning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6071-6079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT116482"}

@inproceedings{bb120253,
        AUTHOR = "Guo, J. and Potkonjak, M.",
        TITLE = "Pruning ConvNets Online for Efficient Specialist Models",
        BOOKTITLE = ECVW17,
        YEAR = "2017",
        PAGES = "430-437",
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@article{bb120254,
        AUTHOR = "Wang, W. and Zhu, L.Q.",
        TITLE = "Structured feature sparsity training for convolutional neural network
compression",
        JOURNAL = JVCIR,
        VOLUME = "71",
        YEAR = "2020",
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@article{bb120255,
        AUTHOR = "Kaplan, C. and Bulbul, A.",
        TITLE = "Goal driven network pruning for object recognition",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
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@article{bb120256,
        AUTHOR = "Yao, K.X. and Cao, F.L. and Leung, Y. and Liang, J.",
        TITLE = "Deep neural network compression through interpretability-based filter
pruning",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116486"}

@article{bb120257,
        AUTHOR = "Gowdra, N. and Sinha, R. and MacDonell, S. and Yan, W.Q.",
        TITLE = "Mitigating severe over-parameterization in deep convolutional neural
networks through forced feature abstraction and compression with an
entropy-based heuristic",
        JOURNAL = PR,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116487"}

@inproceedings{bb120258,
        AUTHOR = "Aghli, N. and Ribeiro, E.",
        TITLE = "Combining Weight Pruning and Knowledge Distillation For CNN
Compression",
        BOOKTITLE = EVW21,
        YEAR = "2021",
        PAGES = "3185-3192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116488"}

@inproceedings{bb120259,
        AUTHOR = "Ran, J. and Lin, R. and So, H.K.H. and Chesi, G. and Wong, N.",
        TITLE = "Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9866-9873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116489"}

@inproceedings{bb120260,
        AUTHOR = "Shah, M.A. and Olivier, R. and Raj, B.",
        TITLE = "Exploiting Non-Linear Redundancy for Neural Model Compression",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
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@inproceedings{bb120261,
        AUTHOR = "Bui, K. and Park, F. and Zhang, S. and Qi, Y. and Xin, J.",
        TITLE = "Nonconvex Regularization for Network Slimming:
Compressing CNNS Even More",
        BOOKTITLE = ISVC20,
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        PAGES = "I:39-53",
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@inproceedings{bb120262,
        AUTHOR = "Wang, H.T. and Gui, S.P. and Yang, H.C. and Liu, J. and Wang, Z.Y.",
        TITLE = "GAN Slimming: All-in-one GAN Compression by a Unified Optimization
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116492"}

@inproceedings{bb120263,
        AUTHOR = "Guo, J. and Ouyang, W. and Xu, D.",
        TITLE = "Multi-Dimensional Pruning: A Unified Framework for Model Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1505-1514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116493"}

@inproceedings{bb120264,
        AUTHOR = "Heo, B. and Kim, J. and Yun, S. and Park, H. and Kwak, N. and Choi, J.Y.",
        TITLE = "A Comprehensive Overhaul of Feature Distillation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1921-1930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116494"}

@inproceedings{bb120265,
        AUTHOR = "Yu, J. and Huang, T.",
        TITLE = "Universally Slimmable Networks and Improved Training Techniques",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1803-1811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT116495"}

@article{bb120266,
        AUTHOR = "Dong, Y.P. and Ni, R.K. and Li, J.G. and Chen, Y.R. and Su, H. and Zhu, J.",
        TITLE = "Stochastic Quantization for Learning Accurate Low-Bit Deep Neural
Networks",
        JOURNAL = IJCV,
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        YEAR = "2019",
        NUMBER = "11-12",
        MONTH = "December",
        PAGES = "1629-1642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116496"}

@inproceedings{bb120267,
        AUTHOR = "Zhou, A. and Yao, A.B. and Wang, K. and Chen, Y.R.",
        TITLE = "Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9426-9435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116497"}

@article{bb120268,
        AUTHOR = "Zhou, Z.G. and Zhou, W.G. and Lv, X.T. and Huang, X. and Wang, X.Y. and Li, H.Q.",
        TITLE = "Progressive Learning of Low-Precision Networks for Image
Classification",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "871-882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116498"}

@article{bb120269,
        AUTHOR = "Chu, T. and Luo, Q. and Yang, J. and Huang, X.L.",
        TITLE = "Mixed-precision quantized neural networks with progressively
decreasing bitwidth",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116499"}

@inproceedings{bb120270,
        AUTHOR = "Liu, H. and Elkerdawy, S. and Ray, N. and Elhoushi, M.",
        TITLE = "Layer Importance Estimation with Imprinting for Neural Network
Quantization",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2408-2417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116500"}

@inproceedings{bb120271,
        AUTHOR = "Yun, S. and Wong, A.",
        TITLE = "Do All MobileNets Quantize Poorly? Gaining Insights into the Effect
of Quantization on Depthwise Separable Convolutional Networks Through
the Eyes of Multi-scale Distributional Dynamics",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2447-2456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116501"}

@inproceedings{bb120272,
        AUTHOR = "Fournarakis, M. and Nagel, M.",
        TITLE = "In-Hindsight Quantization Range Estimation for Quantized Training",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3057-3064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116502"}

@inproceedings{bb120273,
        AUTHOR = "Yu, H. and Yang, L.J. and Shi, H.",
        TITLE = "Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain
Calibration for Network Quantization",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3037-3046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116503"}

@inproceedings{bb120274,
        AUTHOR = "Langroudi, H.F. and Karia, V. and Carmichael, Z. and Zyarah, A. and Pandit, T. and Gustafson, J.L. and Kudithipudi, D.",
        TITLE = "Alps: Adaptive Quantization of Deep Neural Networks with GeneraLized
PositS",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3094-3103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116504"}

@inproceedings{bb120275,
        AUTHOR = "Abdolrashidi, A. and Wang, L. and Agrawal, S. and Malmaud, J. and Rybakov, O. and Leichner, C. and Lew, L.",
        TITLE = "Pareto-Optimal Quantized ResNet Is Mostly 4-bit",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3085-3093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116505"}

@inproceedings{bb120276,
        AUTHOR = "Trusov, A. and Limonova, E. and Slugin, D. and Nikolaev, D. and Arlazarov, V.V.",
        TITLE = "Fast Implementation of 4-bit Convolutional Neural Networks for Mobile
Devices",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9897-9903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116506"}

@inproceedings{bb120277,
        AUTHOR = "Hacene, G.B. and Lassance, C. and Gripon, V. and Courbariaux, M. and Bengio, Y.",
        TITLE = "Attention Based Pruning for Shift Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4054-4061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116507"}

@inproceedings{bb120278,
        AUTHOR = "Hou, Z. and Kung, S.Y.",
        TITLE = "A Discriminant Information Approach to Deep Neural Network Pruning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9553-9560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116508"}

@inproceedings{bb120279,
        AUTHOR = "Marino, G.C. and Ghidoli, G. and Frasca, M. and Malchiodi, D.",
        TITLE = "Compression strategies and space-conscious representations for deep
neural networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9835-9842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116509"}

@inproceedings{bb120280,
        AUTHOR = "Yuan, Y. and Chen, C. and Hu, X. and Peng, S.",
        TITLE = "Towards Low-Bit Quantization of Deep Neural Networks with Limited
Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4377-4384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116510"}

@inproceedings{bb120281,
        AUTHOR = "Dbouk, H. and Sanghvi, H. and Mehendale, M. and Shanbhag, N.",
        TITLE = "DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural
Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:90-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116511"}

@inproceedings{bb120282,
        AUTHOR = "do Nascimento, M.G. and Costain, T.W. and Prisacariu, V.A.",
        TITLE = "Finding Non-uniform Quantization Schemes Using Multi-task Gaussian
Processes",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:383-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116512"}

@inproceedings{bb120283,
        AUTHOR = "Neumann, D. and Sattler, F. and Kirchhoffer, H. and Wiedemann, S. and Muller, K. and Schwarz, H. and Wiegand, T. and Marpe, D. and Samek, W.",
        TITLE = "Deepcabac: Plug Play Compression of Neural Network Weights and Weight
Updates",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "21-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116513"}

@inproceedings{bb120284,
        AUTHOR = "Haase, P. and Schwarz, H. and Kirchhoffer, H. and Wiedemann, S. and Marinc, T. and Marban, A. and Muller, K. and Samek, W. and Marpe, D. and Wiegand, T.",
        TITLE = "Dependent Scalar Quantization For Neural Network Compression",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "36-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116514"}

@inproceedings{bb120285,
        AUTHOR = "Kwon, S.J. and Lee, D. and Kim, B. and Kapoor, P. and Park, B. and Wei, G.",
        TITLE = "Structured Compression by Weight Encryption for Unstructured Pruning
and Quantization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1906-1915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116515"}

@inproceedings{bb120286,
        AUTHOR = "Jung, J. and Kim, J. and Kim, Y. and Kim, C.",
        TITLE = "Reinforcement Learning-Based Layer-Wise Quantization For Lightweight
Deep Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3070-3074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116516"}

@inproceedings{bb120287,
        AUTHOR = "Geng, X. and Lin, J. and Li, S.",
        TITLE = "Cascaded Mixed-Precision Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "241-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116517"}

@inproceedings{bb120288,
        AUTHOR = "Fang, J. and Shafiee, A. and Abdel Aziz, H. and Thorsley, D. and Georgiadis, G. and Hassoun, J.H.",
        TITLE = "Post-training Piecewise Linear Quantization for Deep Neural Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:69-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116518"}

@inproceedings{bb120289,
        AUTHOR = "Xie, Z. and Wen, Z.Q. and Liu, J. and Liu, Z.Q. and Wu, X.X. and Tan, M.K.",
        TITLE = "Deep Transferring Quantization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:625-642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116519"}

@inproceedings{bb120290,
        AUTHOR = "Wang, Y. and Lu, Y.D. and Blankevoort, T.",
        TITLE = "Differentiable Joint Pruning and Quantization for Hardware Efficiency",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 259-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116520"}

@inproceedings{bb120291,
        AUTHOR = "Cai, Y.H. and Yao, Z.W. and Dong, Z. and Gholami, A. and Mahoney, M.W. and Keutzer, K.",
        TITLE = "ZeroQ: A Novel Zero Shot Quantization Framework",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13166-13175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116521"}

@inproceedings{bb120292,
        AUTHOR = "Qu, Z. and Zhou, Z. and Cheng, Y. and Thiele, L.",
        TITLE = "Adaptive Loss-Aware Quantization for Multi-Bit Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7985-7994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116522"}

@inproceedings{bb120293,
        AUTHOR = "Jin, Q. and Yang, L. and Liao, Z.",
        TITLE = "AdaBits: Neural Network Quantization With Adaptive Bit-Widths",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2143-2153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116523"}

@inproceedings{bb120294,
        AUTHOR = "Zhu, F. and Gong, R.H. and Yu, F.W. and Liu, X.L. and Wang, Y.F. and Li, Z.L. and Yang, X.Q. and Yan, J.J.",
        TITLE = "Towards Unified INT8 Training for Convolutional Neural Network",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1966-1976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116524"}

@inproceedings{bb120295,
        AUTHOR = "Zhuang, B. and Liu, L. and Tan, M. and Shen, C. and Reid, I.D.",
        TITLE = "Training Quantized Neural Networks With a Full-Precision Auxiliary
Module",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1485-1494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116525"}

@inproceedings{bb120296,
        AUTHOR = "Yu, H. and Wen, T. and Cheng, G. and Sun, J. and Han, Q. and Shi, J.",
        TITLE = "Low-bit Quantization Needs Good Distribution",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "2909-2918",
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@inproceedings{bb120297,
        AUTHOR = "Bhalgat, Y. and Lee, J. and Nagel, M. and Blankevoort, T. and Kwak, N.",
        TITLE = "LSQ+: Improving low-bit quantization through learnable offsets and
better initialization",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "2978-2985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT116527"}

@inproceedings{bb120298,
        AUTHOR = "Pouransari, H. and Tu, Z. and Tuzel, O.",
        TITLE = "Least squares binary quantization of neural networks",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "2986-2996",
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@inproceedings{bb120299,
        AUTHOR = "Gope, D. and Beu, J. and Thakker, U. and Mattina, M.",
        TITLE = "Ternary MobileNets via Per-Layer Hybrid Filter Banks",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3036-3046",
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Last update:Sep 19, 2021 at 21:11:01