@inproceedings{bb158700,
AUTHOR = "Yu, S.X. and Mazaheri, A. and Jannesari, A.",
TITLE = "Auto Graph Encoder-Decoder for Neural Network Pruning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "6342-6352",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154564"}
@inproceedings{bb158701,
AUTHOR = "Wang, Z. and Li, C.C.",
TITLE = "Channel Pruning via Lookahead Search Guided Reinforcement Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3513-3524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154565"}
@inproceedings{bb158702,
AUTHOR = "Lin, R. and Ran, J. and Wang, D.P. and Chiu, K.H. and Wong, N.",
TITLE = "EZCrop: Energy-Zoned Channels for Robust Output Pruning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3595-3604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154566"}
@inproceedings{bb158703,
AUTHOR = "Hickson, S. and Raveendran, K. and Essa, I.",
TITLE = "Sharing Decoders: Network Fission for Multi-task Pixel Prediction",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3655-3664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154567"}
@inproceedings{bb158704,
AUTHOR = "Yu, S.X. and Yao, Z.W. and Gholami, A. and Dong, Z. and Kim, S.H. and Mahoney, M.W. and Keutzer, K.",
TITLE = "Hessian-Aware Pruning and Optimal Neural Implant",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3665-3676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154568"}
@inproceedings{bb158705,
AUTHOR = "Bragagnolo, A. and Tartaglione, E. and Fiandrotti, A. and Grangetto, M.",
TITLE = "On the Role of Structured Pruning for Neural Network Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3527-3531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154569"}
@inproceedings{bb158706,
AUTHOR = "Tavakoli, H.R. and Wabnig, J. and Cricri, F. and Zhang, H.L. and Aksu, E. and Saniee, I.",
TITLE = "Hybrid Pruning and Sparsification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3542-3546",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154570"}
@inproceedings{bb158707,
AUTHOR = "Haider, M.U. and Taj, M.",
TITLE = "Comprehensive Online Network Pruning Via Learnable Scaling Factors",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3557-3561",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154571"}
@inproceedings{bb158708,
AUTHOR = "Retsinas, G. and Elafrou, A. and Goumas, G. and Maragos, P.",
TITLE = "Online Weight Pruning Via Adaptive Sparsity Loss",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3517-3521",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154572"}
@inproceedings{bb158709,
AUTHOR = "Cho, S. and Kim, H. and Kwon, J.",
TITLE = "Filter Pruning Via Softmax Attention",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3507-3511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154573"}
@inproceedings{bb158710,
AUTHOR = "Dupont, R. and Sahbi, H. and Michel, G.",
TITLE = "Weight Reparametrization for Budget-Aware Network Pruning",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "789-793",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154574"}
@inproceedings{bb158711,
AUTHOR = "Boone Sifuentes, T. and Robles Kelly, A. and Nazari, A.",
TITLE = "Max-Variance Convolutional Neural Network Model Compression",
BOOKTITLE = DICTA20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154575"}
@inproceedings{bb158712,
AUTHOR = "Guerra, L. and Drummond, T.",
TITLE = "Automatic Pruning for Quantized Neural Networks",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154576"}
@inproceedings{bb158713,
AUTHOR = "Jordao, A. and Pedrini, H.",
TITLE = "On the Effect of Pruning on Adversarial Robustness",
BOOKTITLE = AROW21,
YEAR = "2021",
PAGES = "1-11",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154577"}
@inproceedings{bb158714,
AUTHOR = "Lazarevich, I. and Kozlov, A. and Malinin, N.",
TITLE = "Post-training deep neural network pruning via layer-wise calibration",
BOOKTITLE = LPCV21,
YEAR = "2021",
PAGES = "798-805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154578"}
@inproceedings{bb158715,
AUTHOR = "Li, C.L. and Wang, G.R. and Wang, B. and Liang, X.D. and Li, Z.H. and Chang, X.J.",
TITLE = "Dynamic Slimmable Network",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8603-7613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154579"}
@inproceedings{bb158716,
AUTHOR = "Yu, C.",
TITLE = "Minimally Invasive Surgery for Sparse Neural Networks in Contrastive
Manner",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "3588-3597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154580"}
@inproceedings{bb158717,
AUTHOR = "Gao, S.Q. and Huang, F.H. and Cai, W.D. and Huang, H.",
TITLE = "Network Pruning via Performance Maximization",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9266-9276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154581"}
@inproceedings{bb158718,
AUTHOR = "Tang, Y.H. and Wang, Y.H. and Xu, Y.X. and Deng, Y.P. and Xu, C. and Tao, D.C. and Xu, C.",
TITLE = "Manifold Regularized Dynamic Network Pruning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5016-5026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154582"}
@inproceedings{bb158719,
AUTHOR = "Wang, Z. and Li, C.C. and Wang, X.Y.",
TITLE = "Convolutional Neural Network Pruning with Structural Redundancy
Reduction",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "14908-14917",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154583"}
@inproceedings{bb158720,
AUTHOR = "Yao, L.W. and Pi, R.J. and Xu, H. and Zhang, W. and Li, Z.G. and Zhang, T.",
TITLE = "Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic
Distillation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10170-10179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154584"}
@inproceedings{bb158721,
AUTHOR = "Vemparala, M.R. and Fasfous, N. and Frickenstein, A. and Sarkar, S. and Zhao, Q. and Kuhn, S. and Frickenstein, L. and Singh, A. and Unger, C. and Nagaraja, N.S. and Wressnegger, C. and Stechele, W.",
TITLE = "Adversarial Robust Model Compression using In-Train Pruning",
BOOKTITLE = SAIAD21,
YEAR = "2021",
PAGES = "66-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154585"}
@inproceedings{bb158722,
AUTHOR = "Jiang, W. and Wang, W. and Liu, S. and Li, S.",
TITLE = "PnG: Micro-structured Prune-and-Grow Networks for Flexible Image
Restoration",
BOOKTITLE = NTIRE21,
YEAR = "2021",
PAGES = "756-765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154586"}
@inproceedings{bb158723,
AUTHOR = "Enderich, L. and Timm, F. and Burgard, W.",
TITLE = "Holistic Filter Pruning for Efficient Deep Neural Networks",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2595-2604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154587"}
@inproceedings{bb158724,
AUTHOR = "Ganesh, M.R. and Corso, J.J. and Sekeh, S.Y.",
TITLE = "MINT: Deep Network Compression via Mutual Information-based Neuron
Trimming",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8251-8258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154588"}
@inproceedings{bb158725,
AUTHOR = "Joo, D.G. and Kim, D. and Kim, J.",
TITLE = "Slimming ResNet by Slimming Shortcut",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7677-7683",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154589"}
@inproceedings{bb158726,
AUTHOR = "Ferrari, C. and Berretti, S. and del Bimbo, A.",
TITLE = "Probability Guided Maxout",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6517-6523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154590"}
@inproceedings{bb158727,
AUTHOR = "Yu, F. and Han, C.Q. and Wang, P.C. and Huang, R. and Huang, X. and Cui, L.",
TITLE = "HFP: Hardware-Aware Filter Pruning for Deep Convolutional Neural
Networks Acceleration",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "255-262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154591"}
@inproceedings{bb158728,
AUTHOR = "Shen, S.B. and Li, R.P. and Zhao, Z.F. and Zhang, H.G. and Zhou, Y.",
TITLE = "Learning to Prune in Training via Dynamic Channel Propagation",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "939-945",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154592"}
@inproceedings{bb158729,
AUTHOR = "Nguyen Meidine, L.T. and Granger, E. and Kiran, M. and Pedersoli, M. and Blais Morin, L.A.",
TITLE = "Progressive Gradient Pruning for Classification, Detection and Domain
Adaptation",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2795-2802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154593"}
@inproceedings{bb158730,
AUTHOR = "Mitsuno, K. and Kurita, T.",
TITLE = "Filter Pruning using Hierarchical Group Sparse Regularization for
Deep Convolutional Neural Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1089-1095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154594"}
@inproceedings{bb158731,
AUTHOR = "Soltani, M. and Wu, S. and Ding, J. and Ravier, R. and Tarokh, V.",
TITLE = "On the Information of Feature Maps and Pruning of Deep Neural
Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6988-6995",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154595"}
@inproceedings{bb158732,
AUTHOR = "Foldy Porto, T. and Venkatesha, Y. and Panda, P.",
TITLE = "Activation Density Driven Efficient Pruning in Training",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8929-8936",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154596"}
@inproceedings{bb158733,
AUTHOR = "Zullich, M. and Medvet, E. and Pellegrino, F.A. and Ansuini, A.",
TITLE = "Speeding-up pruning for Artificial Neural Networks:
Introducing Accelerated Iterative Magnitude Pruning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3868-3875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154597"}
@inproceedings{bb158734,
AUTHOR = "Abdiyeva, K. and Lukac, M. and Ahuja, N.",
TITLE = "Remove to Improve?",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "146-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154598"}
@inproceedings{bb158735,
AUTHOR = "Wimmer, P. and Mehnert, J. and Condurache, A.",
TITLE = "Freezenet: Full Performance by Reduced Storage Costs",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "VI:685-701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154599"}
@inproceedings{bb158736,
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#TT154600"}
@inproceedings{bb158737,
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#TT154601"}
@inproceedings{bb158738,
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#TT154602"}
@inproceedings{bb158739,
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#TT154603"}
@inproceedings{bb158740,
AUTHOR = "Duan, H.R. 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#TT154604"}
@inproceedings{bb158741,
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#TT154605"}
@inproceedings{bb158742,
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#TT154606"}
@inproceedings{bb158743,
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#TT154607"}
@inproceedings{bb158744,
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#TT154608"}
@inproceedings{bb158745,
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#TT154609"}
@inproceedings{bb158746,
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#TT154610"}
@inproceedings{bb158747,
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#TT154611"}
@inproceedings{bb158748,
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#TT154612"}
@inproceedings{bb158749,
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#TT154613"}
@inproceedings{bb158750,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154614"}
@inproceedings{bb158751,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154615"}
@inproceedings{bb158752,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154616"}
@inproceedings{bb158753,
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#TT154617"}
@inproceedings{bb158754,
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#TT154618"}
@inproceedings{bb158755,
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#TT154619"}
@inproceedings{bb158756,
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#TT154620"}
@inproceedings{bb158757,
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#TT154621"}
@inproceedings{bb158758,
AUTHOR = "Luo, J. and Wu, J.",
TITLE = "Neural Network Pruning With Residual-Connections and Limited-Data",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1455-1464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154622"}
@inproceedings{bb158759,
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#TT154623"}
@inproceedings{bb158760,
AUTHOR = "Gain, A. and Kaushik, P. and Siegelmann, H.",
TITLE = "Adaptive Neural Connections for Sparsity Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "3177-3182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154624"}
@inproceedings{bb158761,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154625"}
@inproceedings{bb158762,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154626"}
@inproceedings{bb158763,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154627"}
@inproceedings{bb158764,
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#TT154628"}
@inproceedings{bb158765,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154629"}
@inproceedings{bb158766,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154630"}
@inproceedings{bb158767,
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#TT154631"}
@inproceedings{bb158768,
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#TT154632"}
@inproceedings{bb158769,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154633"}
@inproceedings{bb158770,
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#TT154634"}
@inproceedings{bb158771,
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#TT154635"}
@inproceedings{bb158772,
AUTHOR = "Zhao, C.L. and Ni, B.B. and Zhang, J. and Zhao, Q.W. 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#TT154636"}
@inproceedings{bb158773,
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
Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2785-2794",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154637"}
@inproceedings{bb158774,
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#TT154638"}
@inproceedings{bb158775,
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#TT154639"}
@inproceedings{bb158776,
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#TT154640"}
@inproceedings{bb158777,
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#TT154641"}
@inproceedings{bb158778,
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#TT154642"}
@inproceedings{bb158779,
AUTHOR = "Zhang, T.Y. 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
Method of Multipliers",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VIII: 191-207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154643"}
@inproceedings{bb158780,
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#TT154644"}
@inproceedings{bb158781,
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#TT154645"}
@inproceedings{bb158782,
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#TT154646"}
@inproceedings{bb158783,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154647"}
@inproceedings{bb158784,
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#TT154648"}
@inproceedings{bb158785,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154649"}
@inproceedings{bb158786,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154650"}
@inproceedings{bb158787,
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#TT154651"}
@inproceedings{bb158788,
AUTHOR = "Guo, J. and Potkonjak, M.",
TITLE = "Pruning ConvNets Online for Efficient Specialist Models",
BOOKTITLE = ECVW17,
YEAR = "2017",
PAGES = "430-437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154652"}
@article{bb158789,
AUTHOR = "Wang, W. and Zhu, L.Q.",
TITLE = "Structured feature sparsity training for convolutional neural network
compression",
JOURNAL = JVCIR,
VOLUME = "71",
YEAR = "2020",
PAGES = "102867",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154653"}
@article{bb158790,
AUTHOR = "Kaplan, C. and Bulbul, A.",
TITLE = "Goal driven network pruning for object recognition",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154654"}
@article{bb158791,
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#TT154655"}
@article{bb158792,
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#TT154656"}
@article{bb158793,
AUTHOR = "Zhang, H.J. and An, L. and Chu, V.W. and Stow, D.A. and Liu, X.B. and Ding, Q.H.",
TITLE = "Learning Adjustable Reduced Downsampling Network for Small Object
Detection in Urban Environments",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154657"}
@article{bb158794,
AUTHOR = "Yao, J. and Wang, D.D. and Hu, H. and Xing, W.W. and Wang, L.Q.",
TITLE = "ADCNN: Towards learning adaptive dilation for convolutional neural
networks",
JOURNAL = PR,
VOLUME = "123",
YEAR = "2022",
PAGES = "108369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154658"}
@inproceedings{bb158795,
AUTHOR = "Tahiri, Y. and Seddik, M.E. and Tamaazousti, M.",
TITLE = "Optimization-Based Neural Networks Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3512-3516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154659"}
@article{bb158796,
AUTHOR = "Rueckauer, B. and Liu, S.C.",
TITLE = "Contraction of Dynamically Masked Deep Neural Networks for Efficient
Video Processing",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "621-633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154660"}
@inproceedings{bb158797,
AUTHOR = "Wang, Z.Z. and Qin, M.H. and Chen, Y.K.",
TITLE = "Learning from the CNN-based Compressed Domain",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "4000-4008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154661"}
@article{bb158798,
AUTHOR = "Kirchhoffer, H. and Haase, P. and Samek, W. and Muller, K. and Rezazadegan Tavakoli, H. and Cricri, F. and Aksu, E.B. and Hannuksela, M.M. and Jiang, W. and Wang, W. and Liu, S. and Jain, S. and Hamidi Rad, S. and Racape, F. and Bailer, W.",
TITLE = "Overview of the Neural Network Compression and Representation (NNR)
Standard",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "3203-3216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154662"}
@article{bb158799,
AUTHOR = "Ji, Y.W. and Wang, Q.",
TITLE = "Fast CP-compression layer:
Tensor CP-decomposition to compress layers in deep learning",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "9",
PAGES = "2535-2543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT154663"}
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