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AUTHOR = "Nahon, R. and Nguyen, V.T. and Tartaglione, E.",
TITLE = "Mining bias-target Alignment from Voronoi Cells",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4923-4932",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT152568"}
@inproceedings{bb156659,
AUTHOR = "Li, Z.Y. and Tartaglione, E. and Nguyen, V.T.",
TITLE = "SCoTTi: Save Computation at Training Time with an adaptive framework",
BOOKTITLE = REDLCV23,
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@inproceedings{bb156660,
AUTHOR = "Liao, Z. and Quetu, V. and Nguyen, V.T. and Tartaglione, E.",
TITLE = "Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1394-1398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT152570"}
@inproceedings{bb156661,
AUTHOR = "Kumar, A. and Anand, K. and Mandloi, S. and Mishra, A. and Thakur, A. and Kasera, N. and Prathosh, A.P.",
TITLE = "CoroNetGAN: Controlled Pruning of GANs via Hypernetworks",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1254-1263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT152571"}
@inproceedings{bb156662,
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#TT152572"}
@inproceedings{bb156663,
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#TT152573"}
@inproceedings{bb156664,
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#TT152574"}
@inproceedings{bb156665,
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",
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@inproceedings{bb156666,
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#TT152576"}
@inproceedings{bb156667,
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#TT152577"}
@inproceedings{bb156668,
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#TT152578"}
@inproceedings{bb156669,
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#TT152579"}
@inproceedings{bb156670,
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#TT152580"}
@inproceedings{bb156671,
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#TT152581"}
@inproceedings{bb156672,
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#TT152582"}
@inproceedings{bb156673,
AUTHOR = "Fang, G. and Ma, X.Y. 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#TT152583"}
@inproceedings{bb156674,
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#TT152584"}
@inproceedings{bb156675,
AUTHOR = "Stewart, J. and Michieli, U. and Ozay, M.",
TITLE = "Data-Free Model Pruning at Initialization via Expanders",
BOOKTITLE = ECV23,
YEAR = "2023",
PAGES = "4519-4524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT152585"}
@inproceedings{bb156676,
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",
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@inproceedings{bb156677,
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",
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@inproceedings{bb156678,
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",
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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,
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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",
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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",
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@inproceedings{bb156682,
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",
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@inproceedings{bb156683,
AUTHOR = "Massart, E.",
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BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2286-2292",
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@inproceedings{bb156684,
AUTHOR = "Zhao, Y. and Lee, C.K.",
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Filters",
BOOKTITLE = "ICPR22",
YEAR = "2022",
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AUTHOR = "Xie, X. and Chen, T.T. and Chu, A. and Stork, W.",
TITLE = "Efficient Network Pruning via Feature Selection",
BOOKTITLE = "ICPR22",
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PAGES = "1843-1850",
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@inproceedings{bb156686,
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",
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@inproceedings{bb156687,
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",
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AUTHOR = "McDanel, B. and Dinh, H. and Magallanes, J.",
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AUTHOR = "Famili, A. and Lao, Y.J.",
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DNN Performance",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2100-2106",
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@inproceedings{bb156690,
AUTHOR = "Dupont, R. and Alaoui, M.A. and Sahbi, H. and Lebois, A.",
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BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "931-935",
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@inproceedings{bb156691,
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#TT152601"}
@inproceedings{bb156692,
AUTHOR = "Gao, S.Q. and Huang, F.H. and Zhang, Y.F. and Huang, H.",
TITLE = "Disentangled Differentiable Network Pruning",
BOOKTITLE = ECCV22,
YEAR = "2022",
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@inproceedings{bb156693,
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",
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@inproceedings{bb156694,
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#TT152604"}
@inproceedings{bb156695,
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#TT152605"}
@inproceedings{bb156696,
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",
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@inproceedings{bb156697,
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",
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@inproceedings{bb156698,
AUTHOR = "Saniee, I. and Zhang, L. and Magnetta, B.",
TITLE = "Truncated Lottery Ticket for Deep Pruning",
BOOKTITLE = ICIP22,
YEAR = "2022",
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@inproceedings{bb156699,
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#TT152609"}
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