@inproceedings{bb141600,
AUTHOR = "Fan, H. and Mu, J. and Zhang, W.",
TITLE = "Bayesian Optimization with Clustering and Rollback for CNN Auto Pruning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:494-511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137597"}
@inproceedings{bb141601,
AUTHOR = "Saniee, I. and Zhang, L. and Magnetta, B.",
TITLE = "Truncated Lottery Ticket for Deep Pruning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "606-610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137598"}
@inproceedings{bb141602,
AUTHOR = "Joo, D.G. and Baek, S. and Kim, J.",
TITLE = "Which Metrics for Network Pruning: Final Accuracy? Or Accuracy Drop?",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1071-1075",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137599"}
@inproceedings{bb141603,
AUTHOR = "Mille, J.",
TITLE = "Convex Quadratic Programming for Slimming Convolutional Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1121-1125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137600"}
@inproceedings{bb141604,
AUTHOR = "Tartaglione, E.",
TITLE = "The Rise of the Lottery Heroes: Why Zero-Shot Pruning is Hard",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2361-2365",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137601"}
@inproceedings{bb141605,
AUTHOR = "Flich, J. and Medina, L. and Catalan, I. and Hernandez, C. and Bragagnolo, A. and Auzanneau, F. and Briand, D.",
TITLE = "Efficient Inference Of Image-Based Neural Network Models In
Reconfigurable Systems With Pruning And Quantization",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2491-2495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137602"}
@inproceedings{bb141606,
AUTHOR = "Sahbi, H.",
TITLE = "Topologically-Consistent Magnitude Pruning for Very Lightweight Graph
Convolutional Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3495-3499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137603"}
@inproceedings{bb141607,
AUTHOR = "Sharma, A. and Foroosh, H.",
TITLE = "RAPID: A Single Stage Pruning Framework",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3611-3615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137604"}
@inproceedings{bb141608,
AUTHOR = "Tayyab, M. and Mahalanobis, A.",
TITLE = "Simultaneous Learning and Compression for Convolution Neural Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3636-3640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137605"}
@inproceedings{bb141609,
AUTHOR = "Hubens, N. and Mancas, M. and Gosselin, B. and Preda, M. and Zaharia, T.",
TITLE = "One-Cycle Pruning: Pruning Convnets With Tight Training Budget",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "4128-4132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137606"}
@inproceedings{bb141610,
AUTHOR = "Zhao, T.L. and Zhang, X.S. and Zhu, W.T. and Wang, J.X. and Yang, S. and Liu, J. and Cheng, J.",
TITLE = "Multi-granularity Pruning for Model Acceleration on Mobile Devices",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:484-501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137607"}
@inproceedings{bb141611,
AUTHOR = "Li, Y. and Adamczewski, K. and Li, W. and Gu, S.H. and Timofte, R. and Van Gool, L.J.",
TITLE = "Revisiting Random Channel Pruning for Neural Network Compression",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "191-201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137608"}
@inproceedings{bb141612,
AUTHOR = "Shen, M. and Molchanov, P. and Yin, H.X. and Alvarez, J.M.",
TITLE = "When to Prune? A Policy towards Early Structural Pruning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12237-12246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137609"}
@inproceedings{bb141613,
AUTHOR = "Elkerdawy, S. and Elhoushi, M. and Zhang, H. and Ray, N.",
TITLE = "Fire Together Wire Together: A Dynamic Pruning Approach with
Self-Supervised Mask Prediction",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12444-12453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137610"}
@inproceedings{bb141614,
AUTHOR = "Wimmer, P. and Mehnert, J. and Condurache, A.",
TITLE = "Interspace Pruning: Using Adaptive Filter Representations to Improve
Training of Sparse CNNs",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12517-12527",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137611"}
@inproceedings{bb141615,
AUTHOR = "Sun, W.Y. and Cao, J. and Xu, P. and Liu, X.C. and Zhang, Y. and Wang, Y.",
TITLE = "An Once-for-All Budgeted Pruning Framework for ConvNets Considering
Input Resolution",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2608-2617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137612"}
@inproceedings{bb141616,
AUTHOR = "Pan, S.Y. and Qin, Y.M. and Li, T.Y. and Li, X.S. and Hou, L.",
TITLE = "Momentum Contrastive Pruning",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2646-2655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137613"}
@inproceedings{bb141617,
AUTHOR = "Srinivas, S. and Kuzmin, A. and Nagel, M. and van Baalen, M. and Skliar, A. and Blankevoort, T.",
TITLE = "Cyclical Pruning for Sparse Neural Networks",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2761-2770",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137614"}
@inproceedings{bb141618,
AUTHOR = "Joo, D.G. and Kim, D. and Yi, E. and Kim, J.",
TITLE = "Linear Combination Approximation of Feature for Channel Pruning",
BOOKTITLE = ECV22,
YEAR = "2022",
PAGES = "2771-2780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137615"}
@inproceedings{bb141619,
AUTHOR = "dos Santos, C.F.G. and Roder, M. and Passos, L.A. and Papa, J.P.",
TITLE = "MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional
Neural Networks",
BOOKTITLE = IbPRIA22,
YEAR = "2022",
PAGES = "271-282",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137616"}
@inproceedings{bb141620,
AUTHOR = "Hubens, N. and Mancas, M. and Gosselin, B. and Preda, M. and Zaharia, T.",
TITLE = "Improve Convolutional Neural Network Pruning by Maximizing Filter
Variety",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:379-390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137617"}
@inproceedings{bb141621,
AUTHOR = "Merkle, F. and Samsinger, M. and Schottle, P.",
TITLE = "Pruning in the Face of Adversaries",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:658-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137618"}
@inproceedings{bb141622,
AUTHOR = "Liu, F.X. and Zhao, W.B. and He, Z. and Wang, Y.Z. and Wang, Z. and Dai, C.Z. and Liang, X.Y. and Jiang, L.",
TITLE = "Improving Neural Network Efficiency via Post-training Quantization
with Adaptive Floating-Point",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5261-5270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137619"}
@inproceedings{bb141623,
AUTHOR = "Kim, D. and Lee, J. and Ham, B.",
TITLE = "Distance-aware Quantization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5251-5260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137620"}
@inproceedings{bb141624,
AUTHOR = "Han, T.T. and Li, D. and Liu, J. and Tian, L. and Shan, Y.",
TITLE = "Improving Low-Precision Network Quantization via Bin Regularization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5241-5250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137621"}
@inproceedings{bb141625,
AUTHOR = "Bulat, A. and Tzimiropoulos, G.",
TITLE = "Bit-Mixer: Mixed-precision networks with runtime bit-width selection",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5168-5177",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137622"}
@inproceedings{bb141626,
AUTHOR = "Xu, Z. and Lin, M. and Liu, J.Z. and Chen, J. and Shao, L. and Gao, Y. and Tian, Y.H. and Ji, R.R.",
TITLE = "ReCU: Reviving the Dead Weights in Binary Neural Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5178-5188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137623"}
@inproceedings{bb141627,
AUTHOR = "Chen, P. and Zhuang, B. and Shen, C.H.",
TITLE = "FATNN: Fast and Accurate Ternary Neural Networks*",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5199-5208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137624"}
@inproceedings{bb141628,
AUTHOR = "Gu, J.Q. and Zhu, H.Q. and Feng, C.H. and Liu, M.J. and Jiang, Z.X. and Chen, R.T. and Pan, D.Z.",
TITLE = "Towards Memory-Efficient Neural Networks via Multi-Level in situ
Generation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5209-5218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137625"}
@inproceedings{bb141629,
AUTHOR = "Chang, S.E. and Li, Y.Y. and Sun, M.S. and Jiang, W.W. and Liu, S. and Wang, Y.Z. and Lin, X.",
TITLE = "RMSMP: A Novel Deep Neural Network Quantization Framework with
Row-wise Mixed Schemes and Multiple Precisions",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5231-5240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137626"}
@inproceedings{bb141630,
AUTHOR = "Chen, W.H. and Wang, P.S. and Cheng, J.",
TITLE = "Towards Mixed-Precision Quantization of Neural Networks via
Constrained Optimization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5330-5339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137627"}
@inproceedings{bb141631,
AUTHOR = "Sun, X. and Panda, R. and Chen, C.F.R. and Oliva, A. and Feris, R.S. and Saenko, K.",
TITLE = "Dynamic Network Quantization for Efficient Video Inference",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "7355-7365",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137628"}
@inproceedings{bb141632,
AUTHOR = "Lin, H. and Lou, J. and Xiong, L. and Shahabi, C.",
TITLE = "Integer-arithmetic-only Certified Robustness for Quantized Neural
Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "7808-7817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137629"}
@inproceedings{bb141633,
AUTHOR = "Wang, Y.K. and Yang, Y. and Sun, F.C. and Yao, A.",
TITLE = "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary
Neural Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5340-5349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137630"}
@inproceedings{bb141634,
AUTHOR = "Lee, J.H. and Yun, J. and Hwang, S.J. and Yang, E.",
TITLE = "Cluster-Promoting Quantization with Bit-Drop for Minimizing Network
Quantization Loss",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5350-5359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137631"}
@inproceedings{bb141635,
AUTHOR = "Shen, M.Z. and Liang, F. and Gong, R.H. and Li, Y.H. and Li, C.M. and Lin, C. and Yu, F.W. and Yan, J.J. and Ouyang, W.L.",
TITLE = "Once Quantization-Aware Training:
High Performance Extremely Low-bit Architecture Search",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5320-5329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137632"}
@inproceedings{bb141636,
AUTHOR = "Guo, Y. and Yuan, H. and Tan, J.C. and Wang, Z.Y. and Yang, S. and Liu, J.",
TITLE = "GDP: Stabilized Neural Network Pruning via Gates with Differentiable
Polarization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5219-5230",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137633"}
@inproceedings{bb141637,
AUTHOR = "Ding, X.H. and Hao, T.X. and Tan, J.C. and Liu, J. and Han, J.G. and Guo, Y.C. and Ding, G.",
TITLE = "ResRep: Lossless CNN Pruning via Decoupling Remembering and
Forgetting",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4490-4500",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137634"}
@inproceedings{bb141638,
AUTHOR = "Wu, Y.S. and Gong, Y.F. and Zhao, P. and Li, Y. and Zhan, Z. and Niu, W. and Tang, H. and Qin, M. and Ren, B. and Wang, Y.Z.",
TITLE = "Compiler-Aware Neural Architecture Search for On-Mobile Real-time
Super-Resolution",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIX:92-111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137635"}
@inproceedings{bb141639,
AUTHOR = "Zhan, Z. and Gong, Y.F. and Zhao, P. and Yuan, G. and Niu, W. and Wu, Y.S. and Zhang, T.Y. and Jayaweera, M. and Kaeli, D. and Ren, B. and Lin, X. and Wang, Y.Z.",
TITLE = "Achieving on-Mobile Real-Time Super-Resolution with Neural
Architecture and Pruning Search",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4801-4811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137636"}
@inproceedings{bb141640,
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#TT137637"}
@inproceedings{bb141641,
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#TT137638"}
@inproceedings{bb141642,
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#TT137639"}
@inproceedings{bb141643,
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#TT137640"}
@inproceedings{bb141644,
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#TT137641"}
@inproceedings{bb141645,
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#TT137642"}
@inproceedings{bb141646,
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#TT137643"}
@inproceedings{bb141647,
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#TT137644"}
@inproceedings{bb141648,
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#TT137645"}
@inproceedings{bb141649,
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#TT137646"}
@inproceedings{bb141650,
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#TT137647"}
@inproceedings{bb141651,
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#TT137648"}
@inproceedings{bb141652,
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#TT137649"}
@inproceedings{bb141653,
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#TT137650"}
@inproceedings{bb141654,
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#TT137651"}
@inproceedings{bb141655,
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#TT137652"}
@inproceedings{bb141656,
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#TT137653"}
@inproceedings{bb141657,
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#TT137654"}
@inproceedings{bb141658,
AUTHOR = "Tang, Y. 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#TT137655"}
@inproceedings{bb141659,
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#TT137656"}
@inproceedings{bb141660,
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#TT137657"}
@inproceedings{bb141661,
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#TT137658"}
@inproceedings{bb141662,
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#TT137659"}
@inproceedings{bb141663,
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#TT137660"}
@inproceedings{bb141664,
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#TT137661"}
@inproceedings{bb141665,
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#TT137662"}
@inproceedings{bb141666,
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#TT137663"}
@inproceedings{bb141667,
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#TT137664"}
@inproceedings{bb141668,
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#TT137665"}
@inproceedings{bb141669,
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#TT137666"}
@inproceedings{bb141670,
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#TT137667"}
@inproceedings{bb141671,
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#TT137668"}
@inproceedings{bb141672,
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#TT137669"}
@inproceedings{bb141673,
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#TT137670"}
@inproceedings{bb141674,
AUTHOR = "Huesmann, K. and Rodriguez, L.G. and Linsen, L. and Risse, B.",
TITLE = "The Impact of Activation Sparsity on Overfitting in Convolutional
Neural Networks",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "130-145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137671"}
@inproceedings{bb141675,
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#TT137672"}
@inproceedings{bb141676,
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#TT137673"}
@inproceedings{bb141677,
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#TT137674"}
@inproceedings{bb141678,
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#TT137675"}
@inproceedings{bb141679,
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#TT137676"}
@inproceedings{bb141680,
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#TT137677"}
@inproceedings{bb141681,
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#TT137678"}
@inproceedings{bb141682,
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#TT137679"}
@inproceedings{bb141683,
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#TT137680"}
@inproceedings{bb141684,
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#TT137681"}
@inproceedings{bb141685,
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#TT137682"}
@inproceedings{bb141686,
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#TT137683"}
@inproceedings{bb141687,
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#TT137684"}
@inproceedings{bb141688,
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#TT137685"}
@inproceedings{bb141689,
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#TT137686"}
@inproceedings{bb141690,
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#TT137687"}
@inproceedings{bb141691,
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#TT137688"}
@inproceedings{bb141692,
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#TT137689"}
@inproceedings{bb141693,
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#TT137690"}
@inproceedings{bb141694,
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#TT137691"}
@inproceedings{bb141695,
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#TT137692"}
@inproceedings{bb141696,
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#TT137693"}
@inproceedings{bb141697,
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#TT137694"}
@inproceedings{bb141698,
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#TT137695"}
@inproceedings{bb141699,
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#TT137696"}
Last update:Apr 10, 2024 at 09:54:40