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@article{bb31463,
        AUTHOR = "Yan, X. and Fan, Y. and Chen, K. and Yu, X. and Zeng, X.",
        TITLE = "QNet: An Adaptive Quantization Table Generator Based on Convolutional
Neural Network",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "9654-9664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29841"}

@article{bb31464,
        AUTHOR = "Wang, C. and Yang, X.M. and Fei, S.M. and Zhou, K. and Gong, X.F. and Du, M. and Luo, R.S.",
        TITLE = "Scalar Quantization as Sparse Least Square Optimization",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1678-1690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29842"}

@article{bb31465,
        AUTHOR = "Doutsi, E. and Fillatre, L. and Antonini, M. and Tsakalides, P.",
        TITLE = "Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "4305-4315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29843"}

@inproceedings{bb31466,
        AUTHOR = "Doutsi, E. and Fillatre, L. and Antonini, M. and Gaulmin, J.",
        TITLE = "Neuro-Inspired Quantization",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "689-693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29844"}

@article{bb31467,
        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",
        PAGES = "116290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29845"}

@article{bb31468,
        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",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6673-6685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29846"}

@article{bb31469,
        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#TT29847"}

@article{bb31470,
        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#TT29848"}

@article{bb31471,
        AUTHOR = "Dulek, B.",
        TITLE = "On the Optimality of Sufficient Statistics-Based Quantizers",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3567-3573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29849"}

@article{bb31472,
        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",
        MONTH = "April",
        PAGES = "1549-1563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29850"}

@article{bb31473,
        AUTHOR = "Ma, L. and Peng, P.X. and Chen, G.Y. and Zhao, Y.F. 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#TT29851"}

@article{bb31474,
        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,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2399-2412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29852"}

@article{bb31475,
        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#TT29853"}

@article{bb31476,
        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,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11689-11706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29854"}

@inproceedings{bb31477,
        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#TT29855"}

@article{bb31478,
        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",
        PAGES = "626-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29856"}

@article{bb31479,
        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",
        MONTH = "January",
        PAGES = "632-646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29857"}

@article{bb31480,
        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,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "3034-3045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29858"}

@article{bb31481,
        AUTHOR = "Senozan, H. and Soylu, B.",
        TITLE = "A flexible non-monotonic discretization method for pre-processing in
supervised learning",
        JOURNAL = PRL,
        VOLUME = "181",
        YEAR = "2024",
        PAGES = "77-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29859"}

@article{bb31482,
        AUTHOR = "Ge, Z.Q. and Ma, S.W. and Gao, W. and Pan, J.S. and Jia, C.M.",
        TITLE = "NLIC: Non-Uniform Quantization-Based Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9647-9663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29860"}

@inproceedings{bb31483,
        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",
        PAGES = "840-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29861"}

@article{bb31484,
        AUTHOR = "Wang, Z.W. and Xiao, H. and Zhou, J. and Lu, J.W.",
        TITLE = "Learning Generalizable Mixed-Precision Quantization via Attribution
Imitation",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5101-5123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29862"}

@inproceedings{bb31485,
        AUTHOR = "Wang, Z.W. and Xiao, H. and Lu, J.W. and Zhou, J.",
        TITLE = "Generalizable Mixed-Precision Quantization via Attribution Rank
Preservation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5271-5280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29863"}

@article{bb31486,
        AUTHOR = "Luo, H. and Zhang, S.H. and Zhuang, Z. and Mai, J.J. and Tan, M.K. and Zhang, J.L.",
        TITLE = "Learning to Generate Diverse Data From a Temporal Perspective for
Data-Free Quantization",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9484-9498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29864"}

@article{bb31487,
        AUTHOR = "Ma, L. and Luo, X. and Hong, H.Y. and Meng, F.M. and Wu, Q.B.",
        TITLE = "Logit Variated Product Quantization Based on Parts Interaction and
Metric Learning With Knowledge Distillation for Fine-Grained Image
Retrieval",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10406-10419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29865"}

@article{bb31488,
        AUTHOR = "Fesl, B. and Utschick, W.",
        TITLE = "Linear and Nonlinear MMSE Estimation in One-Bit Quantized Systems
Under a Gaussian Mixture Prior",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "361-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29866"}

@article{bb31489,
        AUTHOR = "Xu, S. and Li, Y.J. and Liu, C.J. and Zhang, B.C.",
        TITLE = "Learning Accurate Low-bit Quantization towards Efficient Computational
Imaging",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1611-1643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29867"}

@inproceedings{bb31490,
        AUTHOR = "Li, Y.H. and Kim, Y. and Lee, D.H. and Kundu, S. and Panda, P.",
        TITLE = "GENQ: Quantization in Low Data Regimes with Generative Synthetic Data",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIII: 216-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29868"}

@inproceedings{bb31491,
        AUTHOR = "Kandala, H. and Gao, J.F. and Yang, J.W.",
        TITLE = "PIX2GIF: Motion-guided Diffusion for GIF Generation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXV: 35-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29869"}

@inproceedings{bb31492,
        AUTHOR = "Shang, Y.Z. and Liu, G. and Kompella, R.R. and Yan, Y.",
        TITLE = "Enhancing Post-Training Quantization Calibration Through Contrastive
Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15921-15930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29870"}

@inproceedings{bb31493,
        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
Quantization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16964-16974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29871"}

@inproceedings{bb31494,
        AUTHOR = "Colbert, I. and Pappalardo, A. and Petri Koenig, J.",
        TITLE = "A2Q: Accumulator-Aware Quantization with Guaranteed Overflow
Avoidance",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16943-16952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29872"}

@inproceedings{bb31495,
        AUTHOR = "Dong, P.J. and Li, L.J. and Wei, Z.M. and Niu, X. and Tian, Z.L. and Pan, H.Y.",
        TITLE = "EMQ: Evolving Training-free Proxies for Automated Mixed Precision
Quantization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17030-17040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29873"}

@inproceedings{bb31496,
        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#TT29874"}

@inproceedings{bb31497,
        AUTHOR = "Jeon, G.W. and Yu, S.E. and Lee, J.S.",
        TITLE = "Integer Quantized Learned Image Compression",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2755-2759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29875"}

@inproceedings{bb31498,
        AUTHOR = "Qian, B. and Wang, Y. and Hong, R.C. and Wang, M.",
        TITLE = "Adaptive Data-Free Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7960-7968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29876"}

@inproceedings{bb31499,
        AUTHOR = "Yvinec, E. and Dapogny, A. and Cord, M. and Bailly, K.",
        TITLE = "SPIQ: Data-Free Per-Channel Static Input Quantization",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3858-3867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc155.html#TT29877"}