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AUTHOR = "Sharma, P.K. and Abraham, A. and Rajendiran, V.N.",
TITLE = "A Generalized Zero-Shot Quantization of Deep Convolutional Neural
Networks Via Learned Weights Statistics",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "953-965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130081"}
@inproceedings{bb134001,
AUTHOR = "Eliezer, N.S. and Banner, R. and Ben Yaakov, H. and Hoffer, E. and Michaeli, T.",
TITLE = "Power Awareness in Low Precision Neural Networks",
BOOKTITLE = CADK22,
YEAR = "2022",
PAGES = "67-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130082"}
@inproceedings{bb134002,
AUTHOR = "Finkelstein, A. and Fuchs, E. and Tal, I. and Grobman, M. and Vosco, N. and Meller, E.",
TITLE = "QFT: Post-training Quantization via Fast Joint Finetuning of All
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BOOKTITLE = CADK22,
YEAR = "2022",
PAGES = "115-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130083"}
@inproceedings{bb134003,
AUTHOR = "Ben Moshe, L. and Benaim, S. and Wolf, L.B.",
TITLE = "FewGAN: Generating from the Joint Distribution of a Few Images",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "751-755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130084"}
@inproceedings{bb134004,
AUTHOR = "Tonin, M. and de Queiroz, R.L.",
TITLE = "On Quantization of Image Classification Neural Networks for
Compression Without Retraining",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "916-920",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130085"}
@inproceedings{bb134005,
AUTHOR = "Cao, Y.H. and Sun, P.Q. and Huang, Y.C. and Wu, J.X. and Zhou, S.C.",
TITLE = "Synergistic Self-supervised and Quantization Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:587-604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130086"}
@inproceedings{bb134006,
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#TT130087"}
@inproceedings{bb134007,
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",
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@inproceedings{bb134008,
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#TT130089"}
@inproceedings{bb134009,
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#TT130090"}
@inproceedings{bb134010,
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#TT130091"}
@inproceedings{bb134011,
AUTHOR = "Tang, C. and Ouyang, K. and Wang, Z. and Zhu, Y.F. and Ji, W. and Wang, Y.W. and Zhu, W.",
TITLE = "Mixed-Precision Neural Network Quantization via Learned Layer-Wise
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:259-275",
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@inproceedings{bb134012,
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
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:727-742",
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@inproceedings{bb134013,
AUTHOR = "Jin, G.J. and Yi, X.P. and Huang, W. and Schewe, S. and Huang, X.W.",
TITLE = "Enhancing Adversarial Training with Second-Order Statistics of Weights",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "15252-15262",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT130094"}
@inproceedings{bb134014,
AUTHOR = "Zhu, X. and Song, J. and Gao, 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",
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@inproceedings{bb134015,
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
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YEAR = "2022",
PAGES = "12329-12338",
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@inproceedings{bb134016,
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",
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@inproceedings{bb134017,
AUTHOR = "Chikin, V. and Kryzhanovskiy, V.",
TITLE = "Channel Balancing for Accurate Quantization of Winograd Convolutions",
BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb134018,
AUTHOR = "Pandey, D.S. and Yu, Q.",
TITLE = "Multidimensional Belief Quantification for Label-Efficient
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BOOKTITLE = CVPR22,
YEAR = "2022",
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AUTHOR = "Liu, H.Y. and Elkerdawy, S. and Ray, N. and Elhoushi, M.",
TITLE = "Layer Importance Estimation with Imprinting for Neural Network
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TITLE = "Do All MobileNets Quantize Poorly? Gaining Insights into the Effect
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PAGES = "2447-2456",
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@inproceedings{bb134021,
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BOOKTITLE = ECV21,
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