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AUTHOR = "Shin, J. and So, J. and Park, S. and Kang, S. and Yoo, S. and Park, E.",
TITLE = "NIPQ: Noise proxy-based Integrated Pseudo-Quantization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3852-3861",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155923"}
@inproceedings{bb160062,
AUTHOR = "Sun, Q.M. and Cao, S. and Chen, Z.X.",
TITLE = "Filter Pruning via Automatic Pruning Rate Search",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:594-610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155924"}
@inproceedings{bb160063,
AUTHOR = "Kim, A. and Lee, S. and Kwon, E. and Kang, S.",
TITLE = "Adaptive FSP: Adaptive Architecture Search with Filter Shape Pruning",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "I:539-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155925"}
@inproceedings{bb160064,
AUTHOR = "Duan, Y.Z. and Zhou, Y. and He, P. and Liu, Q. and Duan, S. and Hu, X.F.",
TITLE = "Network Pruning via Feature Shift Minimization",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "I:618-634",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155926"}
@inproceedings{bb160065,
AUTHOR = "Akiva Hochman, R. and Finder, S.E. and Turek, J.S. and Treister, E.",
TITLE = "Searching for N:m Fine-grained Sparsity of Weights and Activations in
Neural Networks",
BOOKTITLE = CADK22,
YEAR = "2022",
PAGES = "130-143",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155927"}
@inproceedings{bb160066,
AUTHOR = "Patra, R. and Hebbalaguppe, R. and Dash, T. and Shroff, G. and Vig, L.",
TITLE = "Calibrating Deep Neural Networks using Explicit Regularisation and
Dynamic Data Pruning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "1541-1549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155928"}
@inproceedings{bb160067,
AUTHOR = "Massart, E.",
TITLE = "Improving weight clipping in Wasserstein GANs",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2286-2292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155929"}
@inproceedings{bb160068,
AUTHOR = "Xie, X. and Chen, T.T. and Chu, A. and Stork, W.",
TITLE = "Efficient Network Pruning via Feature Selection",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1843-1850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155930"}
@inproceedings{bb160069,
AUTHOR = "Malik, S. and Haider, M.U. and Iqbal, O. and Taj, M.",
TITLE = "Neural Network Pruning Through Constrained Reinforcement Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3027-3033",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155931"}
@inproceedings{bb160070,
AUTHOR = "Sakai, Y. and Iwakawa, A. and Tabaru, T. and Inoue, A. and Kawaguchi, H.",
TITLE = "Automatic Pruning Rate Derivation for Structured Pruning of Deep
Neural Networks",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2561-2567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155932"}
@inproceedings{bb160071,
AUTHOR = "McDanel, B. and Dinh, H. and Magallanes, J.",
TITLE = "Accelerating DNN Training with Structured Data Gradient Pruning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2293-2299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155933"}
@inproceedings{bb160072,
AUTHOR = "Famili, A. and Lao, Y.J.",
TITLE = "Genetic-based Joint Dynamic Pruning and Learning Algorithm to Boost
DNN Performance",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2100-2106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155934"}
@inproceedings{bb160073,
AUTHOR = "Dupont, R. and Alaoui, M.A. and Sahbi, H. and Lebois, A.",
TITLE = "Extracting Effective Subnetworks with Gumbel-Softmax",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "931-935",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155935"}
@inproceedings{bb160074,
AUTHOR = "Gao, S.Q. and Huang, F.H. and Zhang, Y.F. and Huang, H.",
TITLE = "Disentangled Differentiable Network Pruning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:328-345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155936"}
@inproceedings{bb160075,
AUTHOR = "Lee, S.H. and Song, B.C.",
TITLE = "Ensemble Knowledge Guided Sub-network Search and Fine-Tuning for Filter
Pruning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:569-585",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155937"}
@inproceedings{bb160076,
AUTHOR = "Kim, T. and Kwon, Y. and Lee, J. and Kim, T. and Ha, S.T.",
TITLE = "CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN
Execution",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:651-667",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155938"}
@inproceedings{bb160077,
AUTHOR = "He, Z.Q. and Qian, Y.G. and Wang, Y.Q. and Wang, B. and Guan, X.H. and Gu, Z.Q. and Ling, X. and Zeng, S.N. and Wang, H.J. and Zhou, W.",
TITLE = "Filter Pruning via Feature Discrimination in Deep Neural Networks",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXI:245-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155939"}
@inproceedings{bb160078,
AUTHOR = "Ganjdanesh, A. and Gao, S.Q. and Huang, H.",
TITLE = "Interpretations Steered Network Pruning via Amortized Inferred Saliency
Maps",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXI:278-296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT155940"}
@inproceedings{bb160079,
AUTHOR = "Fan, H. and Mu, J.D. 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#TT155941"}
@inproceedings{bb160080,
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#TT155942"}
@inproceedings{bb160081,
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#TT155943"}
@inproceedings{bb160082,
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#TT155944"}
@inproceedings{bb160083,
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#TT155945"}
@inproceedings{bb160084,
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#TT155946"}
@inproceedings{bb160085,
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#TT155947"}
@inproceedings{bb160086,
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#TT155948"}
@inproceedings{bb160087,
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#TT155949"}
@inproceedings{bb160088,
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#TT155950"}
@inproceedings{bb160089,
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#TT155951"}
@inproceedings{bb160090,
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#TT155952"}
@inproceedings{bb160091,
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#TT155953"}
@inproceedings{bb160092,
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#TT155954"}
@inproceedings{bb160093,
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#TT155955"}
@inproceedings{bb160094,
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#TT155956"}
@inproceedings{bb160095,
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#TT155957"}
@inproceedings{bb160096,
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#TT155958"}
@inproceedings{bb160097,
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#TT155959"}
@inproceedings{bb160098,
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#TT155960"}
@inproceedings{bb160099,
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#TT155961"}
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