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AUTHOR = "Tian, Q. and Arbel, T. and Clark, J.J.",
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JOURNAL = CVIU,
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TITLE = "Pbcstereo: A Compressed Stereo Network with Pure Binary Convolutional
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BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "III:626-641",
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@inproceedings{bb156657,
AUTHOR = "Kim, S. and Kim, D.Y. and Moon, J.",
TITLE = "Deep Neural Network Compression for Image Inpainting",
BOOKTITLE = CADK22,
YEAR = "2022",
PAGES = "99-114",
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@inproceedings{bb156658,
AUTHOR = "Given, N.A.",
TITLE = "LCS: Learning Compressible Subspaces for Efficient, Adaptive,
Real-Time Network Compression at Inference Time",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3807-3816",
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@inproceedings{bb156659,
AUTHOR = "Pham, C. and Hoang, T. and Do, T.T.",
TITLE = "Collaborative Multi-Teacher Knowledge Distillation for Learning Low
Bit-width Deep Neural Networks",
BOOKTITLE = WACV23,
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@inproceedings{bb156660,
AUTHOR = "Horton, M. and Jin, Y.Z. and Farhadi, A. and Rastegari, M.",
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BOOKTITLE = "ICPR22",
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PAGES = "2019-2026",
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@inproceedings{bb156661,
AUTHOR = "Andreev, P. and Fritzler, A.",
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Inference: A Methodological Study",
BOOKTITLE = "ICPR22",
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@inproceedings{bb156662,
AUTHOR = "Liu, Y.C. and Wentzlaff, D. and Kung, S.Y.",
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BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2070-2077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT152572"}
@inproceedings{bb156663,
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BOOKTITLE = ICIP22,
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PAGES = "4038-4042",
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@inproceedings{bb156664,
AUTHOR = "Wang, W. and Chen, Z. and Wang, Z. and Lin, J. and Xu, L. and Lin, W.S.",
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BOOKTITLE = ICIP22,
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@inproceedings{bb156665,
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BOOKTITLE = ICIP22,
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@inproceedings{bb156666,
AUTHOR = "Santamaria, M. and Cricri, F. and Lainema, J. and Youvalari, R.G. and Zhang, H.L. and Hannuksela, M.M.",
TITLE = "Content-Adaptive Neural Network Post-Processing Filter with NNR-Coded
Weight-Updates",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2251-2255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT152576"}
@inproceedings{bb156667,
AUTHOR = "Chen, T.A. and Yang, D.N. and Chen, M.S.",
TITLE = "AlignQ: Alignment Quantization with ADMM-based Correlation
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BOOKTITLE = CVPR22,
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@inproceedings{bb156668,
AUTHOR = "Chen, B. and Bakhshi, A. and Batista, G. and Ng, B. and Chin, T.J.",
TITLE = "Update Compression for Deep Neural Networks on the Edge",
BOOKTITLE = MobileAI22,
YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT152578"}
@inproceedings{bb156669,
AUTHOR = "Sun, X.L. and Hassani, A. and Wang, Z.Y. and Huang, G. and Shi, H.",
TITLE = "DiSparse: Disentangled Sparsification for Multitask Model Compression",
BOOKTITLE = CVPR22,
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@inproceedings{bb156670,
AUTHOR = "Dong, X. and de Salvo, B. and Li, M. and Liu, C. and Qu, Z. and Kung, H.T. and Li, Z.Y.",
TITLE = "SplitNets: Designing Neural Architectures for Efficient Distributed
Computing on Head-Mounted Systems",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12549-12559",
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@inproceedings{bb156671,
AUTHOR = "Hou, Z.J. and Qin, M.H. and Sun, F. and Ma, X.L. and Yuan, K. and Xu, Y. and Chen, Y.K. and Jin, R. and Xie, Y. and Kung, S.Y.",
TITLE = "CHEX: CHannel EXploration for CNN Model Compression",
BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb156672,
AUTHOR = "Yin, M. and Sui, Y. and Yang, W. and Zang, X. and Gong, Y. and Yuan, B.",
TITLE = "HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural
Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12289-12298",
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@inproceedings{bb156673,
AUTHOR = "Alwani, M. and Wang, Y. and Madhavan, V.",
TITLE = "DECORE: Deep Compression with Reinforcement Learning",
BOOKTITLE = CVPR22,
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@inproceedings{bb156674,
AUTHOR = "Wang, H.Y. and Liu, J.J. and Ma, X. and Yong, Y. and Chai, Z.H. and Wu, J.X.",
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BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "691-700",
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@inproceedings{bb156675,
AUTHOR = "Kag, A. and Saligrama, V.",
TITLE = "Condensing CNNs with Partial Differential Equations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "600-609",
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@inproceedings{bb156676,
AUTHOR = "Chikin, V. and Antiukh, M.",
TITLE = "Data-Free Network Compression via Parametric Non-uniform Mixed
Precision Quantization",
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@inproceedings{bb156677,
AUTHOR = "Ren, Y.X. and Wu, J. and Xiao, X.F. and Yang, J.C.",
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BOOKTITLE = ICCV21,
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@inproceedings{bb156678,
AUTHOR = "Tayyab, M. and Khan, F.A. and Mahalanobis, A.",
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@inproceedings{bb156685,
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Neural Networks via Guided Distribution Calibration",
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@inproceedings{bb156686,
AUTHOR = "Yin, M. and Sui, Y. and Liao, S. and Yuan, B.",
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with Optimization Framework",
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@inproceedings{bb156687,
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Efficient Compression of Neural Networks",
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@inproceedings{bb156688,
AUTHOR = "Oh, S. and Sim, H. and Lee, S. and Lee, J.",
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AUTHOR = "Yamamoto, K.",
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Pathology",
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@inproceedings{bb156694,
AUTHOR = "Aghli, N. and Ribeiro, E.",
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BOOKTITLE = EVW21,
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@inproceedings{bb156695,
AUTHOR = "Ran, J. and Lin, R. and So, H.K.H. and Chesi, G. and Wong, N.",
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BOOKTITLE = ICPR21,
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@inproceedings{bb156696,
AUTHOR = "Shah, M.A. and Olivier, R. and Raj, B.",
TITLE = "Exploiting Non-Linear Redundancy for Neural Model Compression",
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@inproceedings{bb156697,
AUTHOR = "Bui, K. and Park, F. and Zhang, S. and Qi, Y.Y. and Xin, J.",
TITLE = "Nonconvex Regularization for Network Slimming:
Compressing CNNS Even More",
BOOKTITLE = ISVC20,
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@inproceedings{bb156698,
AUTHOR = "Wang, H.T. and Gui, S.P. and Yang, H.C. and Liu, J. and Wang, Z.Y.",
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@inproceedings{bb156699,
AUTHOR = "Guo, J. and Ouyang, W. and Xu, D.",
TITLE = "Multi-Dimensional Pruning: A Unified Framework for Model Compression",
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