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        AUTHOR = "Zhu, Y. and Olszewski, K. and Wu, Y. and Achlioptas, P. and Chai, M.L. and Yan, Y. and Tulyakov, S.",
        TITLE = "Quantized GAN for Complex Music Generation from Dance Videos",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:182-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159946"}

@inproceedings{bb164101,
        AUTHOR = "Oh, S. and Sim, H. and Kim, J. and Lee, J.",
        TITLE = "Non-Uniform Step Size Quantization for Accurate Post-Training
Quantization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:658-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159947"}

@inproceedings{bb164102,
        AUTHOR = "Chikin, V. and Solodskikh, K. and Zhelavskaya, I.",
        TITLE = "Explicit Model Size Control and Relaxation via Smooth Regularization
for Mixed-Precision Quantization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159948"}

@inproceedings{bb164103,
        AUTHOR = "Kim, H.B. and Park, E. and Yoo, S.",
        TITLE = "BASQ: Branch-wise Activation-clipping Search Quantization for Sub-4-bit
Neural Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:17-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159949"}

@inproceedings{bb164104,
        AUTHOR = "Youn, J. and Song, J.H. and Kim, H.S. and Bahk, S.",
        TITLE = "Bitwidth-Adaptive Quantization-Aware Neural Network Training:
A Meta-Learning Approach",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:208-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159950"}

@inproceedings{bb164105,
        AUTHOR = "Tang, C. and Ouyang, K. and Wang, Z. and Zhu, Y.F. and Ji, W. and Wang, Y.W. and Zhu, W.W.",
        TITLE = "Mixed-Precision Neural Network Quantization via Learned Layer-Wise
Importance",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:259-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159951"}

@inproceedings{bb164106,
        AUTHOR = "Solodskikh, K. and Chikin, V. and Aydarkhanov, R. and Song, D.H. and Zhelavskaya, I. and Wei, J.S.",
        TITLE = "Towards Accurate Network Quantization with Equivalent Smooth
Regularizer",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:727-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159952"}

@inproceedings{bb164107,
        AUTHOR = "Zhu, X.S. and Song, J.K. and Gao, L.L. and Zheng, F. and Shen, H.T.",
        TITLE = "Unified Multivariate Gaussian Mixture for Efficient Neural Image
Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17591-17600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159953"}

@inproceedings{bb164108,
        AUTHOR = "Zhong, Y.S. and Lin, M.B. and Nan, G.R. and Liu, J.Z. and Zhang, B.C. and Tian, Y.H. and Ji, R.R.",
        TITLE = "IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for
Zero-Shot Network Quantization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12329-12338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159954"}

@inproceedings{bb164109,
        AUTHOR = "Liu, Z.H. and Wang, Y.H. and Han, K. and Ma, S.W. and Gao, W.",
        TITLE = "Instance-Aware Dynamic Neural Network Quantization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12424-12433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159955"}

@inproceedings{bb164110,
        AUTHOR = "Chikin, V. and Kryzhanovskiy, V.",
        TITLE = "Channel Balancing for Accurate Quantization of Winograd Convolutions",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12497-12506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159956"}

@inproceedings{bb164111,
        AUTHOR = "Pandey, D.S. and Yu, Q.",
        TITLE = "Multidimensional Belief Quantification for Label-Efficient
Meta-Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14371-14380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159957"}

@inproceedings{bb164112,
        AUTHOR = "Liu, H.Y. and Elkerdawy, S. and Ray, N. and Elhoushi, M.",
        TITLE = "Layer Importance Estimation with Imprinting for Neural Network
Quantization",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2408-2417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159958"}

@inproceedings{bb164113,
        AUTHOR = "Yun, S. and Wong, A.",
        TITLE = "Do All MobileNets Quantize Poorly? Gaining Insights into the Effect
of Quantization on Depthwise Separable Convolutional Networks Through
the Eyes of Multi-scale Distributional Dynamics",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2447-2456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159959"}

@inproceedings{bb164114,
        AUTHOR = "Fournarakis, M. and Nagel, M.",
        TITLE = "In-Hindsight Quantization Range Estimation for Quantized Training",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3057-3064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159960"}

@inproceedings{bb164115,
        AUTHOR = "Yu, H.C. and Yang, L.J. and Shi, H.",
        TITLE = "Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain
Calibration for Network Quantization",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3037-3046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159961"}

@inproceedings{bb164116,
        AUTHOR = "Langroudi, H.F. and Karia, V. and Carmichael, Z. and Zyarah, A. and Pandit, T. and Gustafson, J.L. and Kudithipudi, D.",
        TITLE = "Alps: Adaptive Quantization of Deep Neural Networks with GeneraLized
PositS",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3094-3103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159962"}

@inproceedings{bb164117,
        AUTHOR = "Abdolrashidi, A. and Wang, L. and Agrawal, S. and Malmaud, J. and Rybakov, O. and Leichner, C. and Lew, L.",
        TITLE = "Pareto-Optimal Quantized ResNet Is Mostly 4-bit",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3085-3093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159963"}

@inproceedings{bb164118,
        AUTHOR = "Trusov, A. and Limonova, E. and Slugin, D. and Nikolaev, D. and Arlazarov, V.V.",
        TITLE = "Fast Implementation of 4-bit Convolutional Neural Networks for Mobile
Devices",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9897-9903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159964"}

@inproceedings{bb164119,
        AUTHOR = "Hacene, G.B. and Lassance, C. and Gripon, V. and Courbariaux, M. and Bengio, Y.",
        TITLE = "Attention Based Pruning for Shift Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4054-4061",
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@inproceedings{bb164120,
        AUTHOR = "Hou, Z. and Kung, S.Y.",
        TITLE = "A Discriminant Information Approach to Deep Neural Network Pruning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9553-9560",
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@inproceedings{bb164121,
        AUTHOR = "Marino, G.C. and Ghidoli, G. and Frasca, M. and Malchiodi, D.",
        TITLE = "Compression strategies and space-conscious representations for deep
neural networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9835-9842",
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@inproceedings{bb164122,
        AUTHOR = "Yuan, Y. and Chen, C. and Hu, X.Y. and Peng, S.",
        TITLE = "Towards Low-Bit Quantization of Deep Neural Networks with Limited
Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4377-4384",
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@inproceedings{bb164123,
        AUTHOR = "Dbouk, H. and Sanghvi, H. and Mehendale, M. and Shanbhag, N.",
        TITLE = "DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural
Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:90-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159969"}

@inproceedings{bb164124,
        AUTHOR = "do Nascimento, M.G. and Costain, T.W. and Prisacariu, V.A.",
        TITLE = "Finding Non-uniform Quantization Schemes Using Multi-task Gaussian
Processes",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:383-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159970"}

@inproceedings{bb164125,
        AUTHOR = "Neumann, D. and Sattler, F. and Kirchhoffer, H. and Wiedemann, S. and Muller, K. and Schwarz, H. and Wiegand, T. and Marpe, D. and Samek, W.",
        TITLE = "Deepcabac: Plug Play Compression of Neural Network Weights and Weight
Updates",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "21-25",
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@inproceedings{bb164126,
        AUTHOR = "Haase, P. and Schwarz, H. and Kirchhoffer, H. and Wiedemann, S. and Marinc, T. and Marban, A. and Muller, K. and Samek, W. and Marpe, D. and Wiegand, T.",
        TITLE = "Dependent Scalar Quantization For Neural Network Compression",
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        YEAR = "2020",
        PAGES = "36-40",
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@inproceedings{bb164127,
        AUTHOR = "Kwon, S.J. and Lee, D. and Kim, B. and Kapoor, P. and Park, B. and Wei, G.",
        TITLE = "Structured Compression by Weight Encryption for Unstructured Pruning
and Quantization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1906-1915",
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@inproceedings{bb164128,
        AUTHOR = "Jung, J. and Kim, J. and Kim, Y. and Kim, C.",
        TITLE = "Reinforcement Learning-Based Layer-Wise Quantization For Lightweight
Deep Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3070-3074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159974"}

@inproceedings{bb164129,
        AUTHOR = "Geng, X. and Lin, J. and Li, S.",
        TITLE = "Cascaded Mixed-Precision Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "241-245",
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@inproceedings{bb164130,
        AUTHOR = "Fang, J. and Shafiee, A. and Abdel Aziz, H. and Thorsley, D. and Georgiadis, G. and Hassoun, J.H.",
        TITLE = "Post-training Piecewise Linear Quantization for Deep Neural Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:69-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159976"}

@inproceedings{bb164131,
        AUTHOR = "Xie, Z. and Wen, Z.Q. and Liu, J. and Liu, Z.Q. and Wu, X.X. and Tan, M.K.",
        TITLE = "Deep Transferring Quantization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:625-642",
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@inproceedings{bb164132,
        AUTHOR = "Wang, Y. and Lu, Y.D. and Blankevoort, T.",
        TITLE = "Differentiable Joint Pruning and Quantization for Hardware Efficiency",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 259-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT159978"}

@inproceedings{bb164133,
        AUTHOR = "Cai, Y.H. and Yao, Z.W. and Dong, Z. and Gholami, A. and Mahoney, M.W. and Keutzer, K.",
        TITLE = "ZeroQ: A Novel Zero Shot Quantization Framework",
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        YEAR = "2020",
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@inproceedings{bb164134,
        AUTHOR = "Qu, Z. and Zhou, Z. and Cheng, Y. and Thiele, L.",
        TITLE = "Adaptive Loss-Aware Quantization for Multi-Bit Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7985-7994",
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@inproceedings{bb164135,
        AUTHOR = "Jin, Q. and Yang, L. and Liao, Z.",
        TITLE = "AdaBits: Neural Network Quantization With Adaptive Bit-Widths",
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        YEAR = "2020",
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@inproceedings{bb164136,
        AUTHOR = "Zhu, F. and Gong, R.H. and Yu, F.W. and Liu, X.L. and Wang, Y.F. and Li, Z.L. and Yang, X.Q. and Yan, J.J.",
        TITLE = "Towards Unified INT8 Training for Convolutional Neural Network",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1966-1976",
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@inproceedings{bb164137,
        AUTHOR = "Zhuang, B. and Liu, L. and Tan, M. and Shen, C. and Reid, I.D.",
        TITLE = "Training Quantized Neural Networks With a Full-Precision Auxiliary
Module",
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@inproceedings{bb164138,
        AUTHOR = "Yu, H. and Wen, T. and Cheng, G. and Sun, J. and Han, Q. and Shi, J.",
        TITLE = "Low-bit Quantization Needs Good Distribution",
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        YEAR = "2020",
        PAGES = "2909-2918",
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@inproceedings{bb164139,
        AUTHOR = "Bhalgat, Y. and Lee, J. and Nagel, M. and Blankevoort, T. and Kwak, N.",
        TITLE = "LSQ+: Improving low-bit quantization through learnable offsets and
better initialization",
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        YEAR = "2020",
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@inproceedings{bb164140,
        AUTHOR = "Gope, D. and Beu, J. and Thakker, U. and Mattina, M.",
        TITLE = "Ternary MobileNets via Per-Layer Hybrid Filter Banks",
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@inproceedings{bb164141,
        AUTHOR = "Wang, T. and Wang, K. and Cai, H. and Lin, J. and Liu, Z. and Wang, H. and Lin, Y. and Han, S.",
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@inproceedings{bb164142,
        AUTHOR = "Yu, H.B. and Han, Q. and Li, J.B. and Shi, J.P. and Cheng, G.L. and Fan, B.",
        TITLE = "Search What You Want:
Barrier Penalty NAS for Mixed Precision Quantization",
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        YEAR = "2020",
        PAGES = "IX:1-16",
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@inproceedings{bb164143,
        AUTHOR = "Marban, A. and Becking, D. and Wiedemann, S. and Samek, W.",
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@inproceedings{bb164144,
        AUTHOR = "Langroudi, H.F. and Karia, V. and Gustafson, J.L. and Kudithipudi, D.",
        TITLE = "Adaptive Posit: Parameter aware numerical format for deep learning
inference on the edge",
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@inproceedings{bb164145,
        AUTHOR = "Mordido, G. and van Keirsbilck, M. and Keller, A.",
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@inproceedings{bb164146,
        AUTHOR = "Wiedemann, S. and Mehari, T. and Kepp, K. and Samek, W.",
        TITLE = "Dithered backprop: A sparse and quantized backpropagation algorithm
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@inproceedings{bb164147,
        AUTHOR = "Jiang, W. and Wang, W. and Liu, S.",
        TITLE = "Structured Weight Unification and Encoding for Neural Network
Compression and Acceleration",
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@inproceedings{bb164148,
        AUTHOR = "Yang, H. and Gui, S. and Zhu, Y. and Liu, J.",
        TITLE = "Automatic Neural Network Compression by Sparsity-Quantization Joint
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@inproceedings{bb164149,
        AUTHOR = "Dong, Z. and Yao, Z. and Gholami, A. and Mahoney, M. and Keutzer, K.",
        TITLE = "HAWQ: Hessian AWare Quantization of Neural Networks With
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@inproceedings{bb164150,
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        TITLE = "Quantization Networks",
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@inproceedings{bb164151,
        AUTHOR = "Cao, S.J. and Ma, L.X. and Xiao, W.C. and Zhang, C. and Liu, Y.X. and Zhang, L.T. and Nie, L.S. and Yang, Z.",
        TITLE = "SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity
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@inproceedings{bb164152,
        AUTHOR = "Jung, S. and Son, C.Y. and Lee, S. and Son, J. and Han, J.J. and Kwak, Y. and Hwang, S.J. and Choi, C.K.",
        TITLE = "Learning to Quantize Deep Networks by Optimizing Quantization Intervals
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@inproceedings{bb164153,
        AUTHOR = "Mitschke, N. and Heizmann, M. and Noffz, K. and Wittmann, R.",
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        YEAR = "2019",
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@inproceedings{bb164154,
        AUTHOR = "Ajanthan, T. and Dokania, P. and Hartley, R. and Torr, P.H.S.",
        TITLE = "Proximal Mean-Field for Neural Network Quantization",
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@inproceedings{bb164155,
        AUTHOR = "Gong, R. and Liu, X. and Jiang, S. and Li, T. and Hu, P. and Lin, J. and Yu, F. and Yan, J.",
        TITLE = "Differentiable Soft Quantization:
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@inproceedings{bb164156,
        AUTHOR = "Choukroun, Y. and Kravchik, E. and Yang, F. and Kisilev, P.",
        TITLE = "Low-bit Quantization of Neural Networks for Efficient Inference",
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@inproceedings{bb164157,
        AUTHOR = "Hu, Y. and Li, J. and Long, X. and Hu, S. and Zhu, J. and Wang, X. and Gu, Q.",
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