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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT160200"}
@inproceedings{bb164357,
AUTHOR = "Abati, D. and Ben Yahia, H. and Nagel, M. and Habibian, A.",
TITLE = "ResQ: Residual Quantization for Video Perception",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17073-17083",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT160201"}
@inproceedings{bb164358,
AUTHOR = "Chauhan, A. and Tiwari, U. and Vikram, N.R.",
TITLE = "Post Training Mixed Precision Quantization of Neural Networks using
First-Order Information",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1335-1344",
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@inproceedings{bb164359,
AUTHOR = "Pandey, N.P. and Fournarakis, M. and Patel, C. and Nagel, M.",
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BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1445-1450",
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@inproceedings{bb164360,
AUTHOR = "Shang, Y.Z. and Xu, B.X. and Liu, G. and Kompella, R.R. and Yan, Y.",
TITLE = "Causal-DFQ: Causality Guided Data-free Network Quantization",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17391-17400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT160204"}
@inproceedings{bb164361,
AUTHOR = "Xu, K. and Han, L. and Tian, Y. and Yang, S.S. and Zhang, X.Y.",
TITLE = "EQ-Net: Elastic Quantization Neural Networks",
BOOKTITLE = ICCV23,
YEAR = "2023",
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@inproceedings{bb164362,
AUTHOR = "Wu, H.M. and Lei, C.Y. and Sun, X. and Wang, P.S. and Chen, Q.F. and Cheng, K.T. and Lin, S. and Wu, Z.R.",
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YEAR = "2023",
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@inproceedings{bb164363,
AUTHOR = "Li, T.X. and Chen, B. and Wang, Q.W. and Huang, Y.J. and Xia, S.T.",
TITLE = "LKBQ: Pushing the Limit of Post-Training Quantization to Extreme 1
bit",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1775-1779",
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@inproceedings{bb164364,
AUTHOR = "Yvinec, E. and Dapogny, A. and Bailly, K.",
TITLE = "Designing Strong Baselines for Ternary Neural Network Quantization
through Support and Mass Equalization",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "540-544",
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@inproceedings{bb164365,
AUTHOR = "Jeon, Y. and Lee, C. and Kim, H.Y.",
TITLE = "Genie: Show Me the Data for Quantization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12064-12073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT160209"}
@inproceedings{bb164366,
AUTHOR = "Liu, J.W. and Niu, L. and Yuan, Z.H. and Yang, D.W. and Wang, X.G. and Liu, W.Y.",
TITLE = "PD-Quant: Post-Training Quantization Based on Prediction Difference
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YEAR = "2023",
PAGES = "24427-24437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT160210"}
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AUTHOR = "Noh, H.C. and Hyun, S. and Jeong, W. and Lim, H.S. and Heo, J.P.",
TITLE = "Disentangled Representation Learning for Unsupervised Neural
Quantization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12001-12010",
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@inproceedings{bb164368,
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",
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@inproceedings{bb164369,
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
Degrees of Freedom",
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YEAR = "2022",
PAGES = "115-129",
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@inproceedings{bb164370,
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",
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@inproceedings{bb164371,
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",
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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#TT160216"}
@inproceedings{bb164373,
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#TT160217"}
@inproceedings{bb164374,
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#TT160218"}
@inproceedings{bb164375,
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#TT160219"}
@inproceedings{bb164376,
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#TT160220"}
@inproceedings{bb164377,
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#TT160221"}
@inproceedings{bb164378,
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",
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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",
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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",
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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",
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AUTHOR = "Liu, Z.H. and Wang, Y.H. and Han, K. and Ma, S.W. and Gao, W.",
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BOOKTITLE = CVPR22,
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AUTHOR = "Chikin, V. and Kryzhanovskiy, V.",
TITLE = "Channel Balancing for Accurate Quantization of Winograd Convolutions",
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YEAR = "2022",
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AUTHOR = "Pandey, D.S. and Yu, Q.",
TITLE = "Multidimensional Belief Quantification for Label-Efficient
Meta-Learning",
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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
Quantization",
BOOKTITLE = MAI21,
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@inproceedings{bb164386,
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",
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YEAR = "2021",
PAGES = "2447-2456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT160230"}
@inproceedings{bb164387,
AUTHOR = "Fournarakis, M. and Nagel, M.",
TITLE = "In-Hindsight Quantization Range Estimation for Quantized Training",
BOOKTITLE = ECV21,
YEAR = "2021",
PAGES = "3057-3064",
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@inproceedings{bb164388,
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",
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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",
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AUTHOR = "Abdolrashidi, A. and Wang, L. and Agrawal, S. and Malmaud, J. and Rybakov, O. and Leichner, C. and Lew, L.",
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BOOKTITLE = ECV21,
YEAR = "2021",
PAGES = "3085-3093",
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@inproceedings{bb164391,
AUTHOR = "Trusov, A. and Limonova, E. and Slugin, D. and Nikolaev, D. and Arlazarov, V.V.",
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Devices",
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AUTHOR = "Hacene, G.B. and Lassance, C. and Gripon, V. and Courbariaux, M. and Bengio, Y.",
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@inproceedings{bb164393,
AUTHOR = "Hou, Z. and Kung, S.Y.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb164394,
AUTHOR = "Marino, G.C. and Ghidoli, G. and Frasca, M. and Malchiodi, D.",
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neural networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9835-9842",
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AUTHOR = "Yuan, Y. and Chen, C. and Hu, X.Y. and Peng, S.",
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Data",
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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",
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AUTHOR = "do Nascimento, M.G. and Costain, T.W. and Prisacariu, V.A.",
TITLE = "Finding Non-uniform Quantization Schemes Using Multi-task Gaussian
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TITLE = "Deepcabac: Plug Play Compression of Neural Network Weights and Weight
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