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        JOURNAL = RealTimeIP,
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@article{bb29665,
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        TITLE = "Scale balance for prototype-based binary quantization",
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@article{bb29666,
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        TITLE = "QNet: An Adaptive Quantization Table Generator Based on Convolutional
Neural Network",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28101"}

@article{bb29667,
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        TITLE = "Scalar Quantization as Sparse Least Square Optimization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28102"}

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        TITLE = "Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28103"}

@inproceedings{bb29669,
        AUTHOR = "Doutsi, E. and Fillatre, L. and Antonini, M. and Gaulmin, J.",
        TITLE = "Neuro-Inspired Quantization",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
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@article{bb29670,
        AUTHOR = "Paul, S. and Norkin, A. and Bovik, A.C.",
        TITLE = "On visual masking estimation for adaptive quantization using
steerable filters",
        JOURNAL = SP:IC,
        VOLUME = "96",
        YEAR = "2021",
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@article{bb29671,
        AUTHOR = "Talebi, H. and Kelly, D. and Luo, X. and Dorado, I.G. and Yang, F. and Milanfar, P. and Elad, M.",
        TITLE = "Better Compression With Deep Pre-Editing",
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        YEAR = "2021",
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@article{bb29672,
        AUTHOR = "Swamy, A.S.A. and Shylashree, N.",
        TITLE = "HDR Image Compression by Multi-Scale down Sampling of Intensity Levels",
        JOURNAL = IJIG,
        VOLUME = "21",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "2150048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28107"}

@article{bb29673,
        AUTHOR = "Liu, Y. and Sidaty, N. and Hamidouche, W. and Deforges, O. and Jung, C.",
        TITLE = "Visual Attention-Aware High Dynamic Range Quantization for HEVC Video
Coding",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4296-4311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28108"}

@article{bb29674,
        AUTHOR = "Dulek, B.",
        TITLE = "On the Optimality of Sufficient Statistics-Based Quantizers",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
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        PAGES = "3567-3573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28109"}

@article{bb29675,
        AUTHOR = "Xu, W.X. and Li, F.R. and Jiang, Y.Y. and Yong, A. and He, X.Y. and Wang, P.S. and Cheng, J.",
        TITLE = "Improving Extreme Low-Bit Quantization With Soft Threshold",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "4",
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        PAGES = "1549-1563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28110"}

@article{bb29676,
        AUTHOR = "Ma, L. and Peng, P.X. and Chen, G.Y. and Zhao, Y. and Dong, S.W. and Tian, Y.H.",
        TITLE = "Picking Up Quantization Steps for Compressed Image Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1884-1898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28111"}

@article{bb29677,
        AUTHOR = "Zhu, X.S. and Song, J.K. and Gao, L.L. and Gu, X.Y. and Shen, H.T.",
        TITLE = "Revisiting Multi-Codebook Quantization",
        JOURNAL = IP,
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        YEAR = "2023",
        PAGES = "2399-2412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28112"}

@article{bb29678,
        AUTHOR = "Li, S.H. and Li, H. and Dai, W.R. and Li, C.L. and Zou, J. and Xiong, H.K.",
        TITLE = "Learned Progressive Image Compression With Dead-Zone Quantizers",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2962-2978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28113"}

@article{bb29679,
        AUTHOR = "Qin, H.T. and Ding, Y. and Zhang, X.G. and Wang, J. and Liu, X.L. and Lu, J.W.",
        TITLE = "Diverse Sample Generation: Pushing the Limit of Generative Data-Free
Quantization",
        JOURNAL = PAMI,
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        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11689-11706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28114"}

@inproceedings{bb29680,
        AUTHOR = "Zhang, X.G. and Qin, H.T. and Ding, Y.F. and Gong, R. and Yan, Q.H. and Tao, R.S. and Li, Y.H. and Yu, F.W. and Liu, X.L.",
        TITLE = "Diversifying Sample Generation for Accurate Data-Free Quantization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15653-15662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28115"}

@article{bb29681,
        AUTHOR = "Wang, M. and Zhou, W.G. and Yao, X. and Tian, Q. and Li, H.Q.",
        TITLE = "Towards Codebook-Free Deep Probabilistic Quantization for Image
Retrieval",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28116"}

@article{bb29682,
        AUTHOR = "Cheng, X. and Wang, J. and Wang, H. and Luo, X.Y. and Ma, B.",
        TITLE = "Quantization Step Estimation of Color Images Based on Res2Net-C With
Frequency Clustering Prior Knowledge",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28117"}

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        AUTHOR = "Du, Y.C. and Wang, M. and Zhou, W.G. and Li, H.Q.",
        TITLE = "Progressive Similarity Preservation Learning for Deep Scalable
Product Quantization",
        JOURNAL = MultMed,
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        AUTHOR = "Li, X.L. and Liu, B. and Yang, R.H. and Courville, V. and Xing, C. and Nia, V.P.",
        TITLE = "DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16964-16974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28119"}

@inproceedings{bb29685,
        AUTHOR = "Colbert, I. and Pappalardo, A. and Petri Koenig, J.",
        TITLE = "A2Q: Accumulator-Aware Quantization with Guaranteed Overflow
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16943-16952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28120"}

@inproceedings{bb29686,
        AUTHOR = "Dong, P. and Li, L. and Wei, Z. and Niu, X. and Tian, Z.L. and Pan, H.",
        TITLE = "EMQ: Evolving Training-free Proxies for Automated Mixed Precision
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17030-17040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28121"}

@inproceedings{bb29687,
        AUTHOR = "Jiang, S.Q. and Yuan, H. and Li, S. and Mao, X.L.",
        TITLE = "Fourier Series and Laplacian Noise-Based Quantization Error
Compensation for End-to-End Learning-Based Image Compression",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2975-2979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28122"}

@inproceedings{bb29688,
        AUTHOR = "Ge, Z.Q. and Jia, C.M. and Ma, S.W. and Gao, W.",
        TITLE = "NUCQ: Non-Uniform Conditional Quantization for Learned Image
Compression",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT28123"}

@inproceedings{bb29689,
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        TITLE = "Integer Quantized Learned Image Compression",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
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@inproceedings{bb29690,
        AUTHOR = "Qian, B. and Wang, Y. and Hong, R.C. and Wang, M.",
        TITLE = "Adaptive Data-Free Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb29691,
        AUTHOR = "Yvinec, E. and Dapogny, A. and Cord, M. and Bailly, K.",
        TITLE = "SPIQ: Data-Free Per-Channel Static Input Quantization",
        BOOKTITLE = WACV23,
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@inproceedings{bb29692,
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        TITLE = "Stochastic Binary-Ternary Quantization for Communication Efficient
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@inproceedings{bb29693,
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@inproceedings{bb29694,
        AUTHOR = "Singh, P. and Delp, E.J. and Reibman, A.R.",
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@inproceedings{bb29695,
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        TITLE = "RDO-Q: Extremely Fine-Grained Channel-Wise Quantization via
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@inproceedings{bb29696,
        AUTHOR = "Park, S. and Jang, Y. and Park, E.",
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@inproceedings{bb29697,
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@inproceedings{bb29698,
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        YEAR = "2022",
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@inproceedings{bb29699,
        AUTHOR = "Liu, Z.C. and Cheng, K.T. and Huang, D. and Xing, E. and Shen, Z.Q.",
        TITLE = "Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via
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