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Networks?", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1394-1398", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137858"} @inproceedings{bb141863, AUTHOR = "Kumar, A. and Anand, K. and Mandloi, S. and Mishra, A. and Thakur, A. and Kasera, N. and P, P.A.", TITLE = "CoroNetGAN: Controlled Pruning of GANs via Hypernetworks", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1254-1263", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137859"} @inproceedings{bb141864, AUTHOR = "Miles, R. and Mikolajczyk, K.", TITLE = "Reconstructing Pruned Filters using Cheap Spatial Transformations", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1236-1244", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137860"} @inproceedings{bb141865, AUTHOR = "Guo, S. and Zhang, L. and Zheng, X. and Wang, Y. and Li, Y.C. and Chao, F. and Wu, C.L. and Zhang, S. and Ji, R.R.", TITLE = "Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17412-17423", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137861"} @inproceedings{bb141866, AUTHOR = "Gao, S.Q. and Zhang, Z. and Zhang, Y. and Huang, F.H. and Huang, H.", TITLE = "Structural Alignment for Network Pruning through Partial Regularization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17356-17366", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137862"} @inproceedings{bb141867, AUTHOR = "Li, Y.Q. and van Gemert, J.C. and Hoefler, T. and Moons, B. and Eleftheriou, E. and Verhoef, B.E.", TITLE = "Differentiable Transportation Pruning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "16911-16921", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137863"} @inproceedings{bb141868, AUTHOR = "Zhang, L. and Wang, Z.B. and Dong, X.W. and Feng, Y.H. and Pang, X.Y. and Zhang, Z.F. and Ren, K.", TITLE = "Towards Fairness-aware Adversarial Network Pruning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5145-5154", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137864"} @inproceedings{bb141869, AUTHOR = "Kohama, H. and Minoura, H. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.", TITLE = "Single-Shot Pruning for Pre-trained Models: Rethinking the Importance of Magnitude Pruning", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1425-1434", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137865"} @inproceedings{bb141870, AUTHOR = "Chen, W.X. and Yang, Q.Q.", TITLE = "Efficient Pruning Method for Learned Lossy Image Compression Models Based on Side Information", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "3464-3468", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137866"} @inproceedings{bb141871, AUTHOR = "Iofinova, E. and Peste, A. and Alistarh, D.", TITLE = "Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "24364-24373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137867"} @inproceedings{bb141872, AUTHOR = "Khaki, S. and Luo, W.H.", TITLE = "CFDP: Common Frequency Domain Pruning", BOOKTITLE = ECV23, YEAR = "2023", PAGES = "4715-4724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137868"} @inproceedings{bb141873, AUTHOR = "Kundu, S. and Zhang, Y. and Chen, D. and Beerel, P.A.", TITLE = "Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference", BOOKTITLE = ECV23, YEAR = "2023", PAGES = "4685-4689", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137869"} @inproceedings{bb141874, AUTHOR = "Huang, Y. and Liu, N. and Che, Z.P. and Xu, Z.Y. and Shen, C.M. and Peng, Y.X. and Zhang, G.X. and Liu, X. and Feng, F.F. and Tang, J.", TITLE = "CP3: Channel Pruning Plug-in for Point-Based Networks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "5302-5312", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137870"} @inproceedings{bb141875, AUTHOR = "Park, G.Y. and Lee, S. and Lee, S.W. and Ye, J.C.", TITLE = "Training Debiased Subnetworks with Contrastive Weight Pruning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7929-7938", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137871"} @inproceedings{bb141876, AUTHOR = "Fang, G. and Ma, X. and Song, M.L. and Mi, M.B. and Wang, X.C.", TITLE = "DepGraph: Towards Any Structural Pruning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16091-16101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137872"} @inproceedings{bb141877, AUTHOR = "Plochaet, J. and Goedeme, T.", TITLE = "Hardware-Aware Pruning for FPGA Deep Learning Accelerators", BOOKTITLE = EVW23, YEAR = "2023", PAGES = "4482-4490", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137873"} 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Search with Filter Shape Pruning", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "I:539-555", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137877"} @inproceedings{bb141882, 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#TT137878"} @inproceedings{bb141883, 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#TT137879"} @inproceedings{bb141884, 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#TT137880"} @inproceedings{bb141885, AUTHOR = "Long, X. and Zeng, X.R. and Liu, Y. and Qiao, M.", TITLE = "Low Bit Neural Networks with Channel Sparsity and Sharing", BOOKTITLE = ICIVC22, YEAR = "2022", PAGES = "889-894", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137881"} @inproceedings{bb141886, 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#TT137882"} @inproceedings{bb141887, AUTHOR = "Zhao, Y. and Lee, C.K.", TITLE = "Differentiable Channel Sparsity Search via Weight Sharing within Filters", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2012-2018", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137883"} @inproceedings{bb141888, 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#TT137884"} @inproceedings{bb141889, 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#TT137885"} @inproceedings{bb141890, 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#TT137886"} @inproceedings{bb141891, 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#TT137887"} @inproceedings{bb141892, 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#TT137888"} @inproceedings{bb141893, 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#TT137889"} @inproceedings{bb141894, AUTHOR = "Humble, R. and Shen, M. and Latorre, J.A. and Darve, E. and Alvarez, J.", TITLE = "Soft Masking for Cost-Constrained Channel Pruning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:641-657", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137890"} @inproceedings{bb141895, 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#TT137891"} @inproceedings{bb141896, 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#TT137892"} @inproceedings{bb141897, AUTHOR = "Kim, T. and Kwon, Y. and Lee, J. and Kim, T. and Ha, S.", 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#TT137893"} @inproceedings{bb141898, 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#TT137894"} @inproceedings{bb141899, 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#TT137895"}