@inproceedings{bb31500,
        AUTHOR = "Wang, J. and Tao, X. and Xu, M. and Lu, J.",
        TITLE = "Semantic Perceptual Image Compression With a Laplacian Pyramid of
Convolutional Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "699-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29850"}

@article{bb31501,
        AUTHOR = "Dua, Y. and Singh, R.S. and Parwani, K. and Lunagariya, S. and Kumar, V.",
        TITLE = "Convolution Neural Network based lossy compression of hyperspectral
images",
        JOURNAL = SP:IC,
        VOLUME = "95",
        YEAR = "2021",
        PAGES = "116255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29851"}

@article{bb31502,
        AUTHOR = "Zhao, S.H. and Yang, S.Y. and Gu, J. and Liu, Z. and Feng, Z.X.",
        TITLE = "Symmetrical lattice generative adversarial network for remote sensing
images compression",
        JOURNAL = PandRS,
        VOLUME = "176",
        YEAR = "2021",
        PAGES = "169-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29852"}

@article{bb31503,
        AUTHOR = "Chen, Y.H. and Tan, B. and Wu, J. and Zhang, Z.F. and Ren, H.Q.",
        TITLE = "A Deep Image Coding Scheme With Generative Network to Learn From
Correlated Images",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2235-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29853"}

@article{bb31504,
        AUTHOR = "Wang, Z.X. and Ding, G.G. and Han, J.G. and Li, F.",
        TITLE = "Deep image compression with multi-stage representation",
        JOURNAL = JVCIR,
        VOLUME = "79",
        YEAR = "2021",
        PAGES = "103226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29854"}

@article{bb31505,
        AUTHOR = "Hong, W.X. and Chen, T. and Lu, M. and Pu, S.L. and Ma, Z.",
        TITLE = "Efficient Neural Image Decoding via Fixed-Point Inference",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3618-3630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29855"}

@article{bb31506,
        AUTHOR = "Sun, S. and He, T.Y. and Chen, Z.B.",
        TITLE = "Semantic Structured Image Coding Framework for Multiple Intelligent
Applications",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3631-3642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29856"}

@article{bb31507,
        AUTHOR = "Guo, Z.Y. and Zhang, Z.Z. and Feng, R.S. and Chen, Z.B.",
        TITLE = "Causal Contextual Prediction for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2329-2341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29857"}

@article{bb31508,
        AUTHOR = "Mei, Y.X. and Li, L. and Li, Z. and Li, F.",
        TITLE = "Learning-Based Scalable Image Compression With Latent-Feature Reuse
and Prediction",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "4143-4157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29858"}

@article{bb31509,
        AUTHOR = "Li, D.W. and Li, Y.M. and Sun, H.M. and Yu, L.",
        TITLE = "Deep image compression based on multi-scale deformable convolution",
        JOURNAL = JVCIR,
        VOLUME = "87",
        YEAR = "2022",
        PAGES = "103573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29859"}

@article{bb31510,
        AUTHOR = "Lopes, L.S. and Chou, P.A. and de Queiroz, R.L.",
        TITLE = "Adaptive Context Modeling for Arithmetic Coding Using Perceptrons",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2382-2386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29860"}

@article{bb31511,
        AUTHOR = "Tang, Z. and Wang, H. and Yi, X.K. and Zhang, Y. and Kwong, S. and Kuo, C.C.J.",
        TITLE = "Joint Graph Attention and Asymmetric Convolutional Neural Network for
Deep Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "421-433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29861"}

@article{bb31512,
        AUTHOR = "Guo, J.Y. and Xu, D. and Lu, G.",
        TITLE = "CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression
Using a Single Network",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2049-2062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29862"}

@article{bb31513,
        AUTHOR = "Fu, H.S. and Liang, F. and Lin, J.P. and Li, B. and Akbari, M. and Liang, J. and Zhang, G. and Liu, D. and Tu, C.J. and Han, J.N.",
        TITLE = "Learned Image Compression With Gaussian-Laplacian-Logistic Mixture
Model and Concatenated Residual Modules",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2063-2076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29863"}

@article{bb31514,
        AUTHOR = "Bao, Y. and Meng, F.Y. and Li, C. and Ma, S.W. and Tian, Y.H. and Liang, Y.S.",
        TITLE = "Nonlinear Transforms in Learned Image Compression From a
Communication Perspective",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1922-1936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29864"}

@inproceedings{bb31515,
        AUTHOR = "Wang, G.H. and Tan, W. and Meng, F.Y. and Liang, Y.S.",
        TITLE = "Towards Robust Text-Guided Image Compression Under Modality Missing",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2486-2491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29865"}

@article{bb31516,
        AUTHOR = "Yang, Y. and Mandt, S. and Theis, L.",
        TITLE = "An Introduction to Neural Data Compression",
        JOURNAL = FTCGV,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "2",
        PAGES = "113-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29866"}

@article{bb31517,
        AUTHOR = "Wang, S.R. and Wang, Z. and Wang, S.Q. and Ye, Y.",
        TITLE = "Deep Image Compression Toward Machine Vision:
A Unified Optimization Framework",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2979-2989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29867"}

@article{bb31518,
        AUTHOR = "Lee, S. and Jeong, J.B. and Ryu, E.S.",
        TITLE = "Entropy-Constrained Implicit Neural Representations for Deep Image
Compression",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "663-667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29868"}

@article{bb31519,
        AUTHOR = "Fu, H.S. and Liang, F. and Liang, J. and Li, B.L. and Zhang, G. and Han, J.N.",
        TITLE = "Asymmetric Learned Image Compression With Multi-Scale Residual Block,
Importance Scaling, and Post-Quantization Filtering",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4309-4321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29869"}

@article{bb31520,
        AUTHOR = "Luo, S. and Fang, G.F. and Song, M.L.",
        TITLE = "Deep semantic image compression via cooperative network pruning",
        JOURNAL = JVCIR,
        VOLUME = "95",
        YEAR = "2023",
        PAGES = "103897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29870"}

@article{bb31521,
        AUTHOR = "Duan, W.H. and Chang, Z. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Song, L. and Gao, W.",
        TITLE = "Learned Image Compression Using Cross-Component Attention Mechanism",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5478-5493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29871"}

@article{bb31522,
        AUTHOR = "Gao, J.L. and Huang, Z.M. and Mao, Q. and Ma, S.W. and Jia, C.M.",
        TITLE = "Exploring Multimodal Knowledge for Image Compression via Large
Foundation Models",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5904-5919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29872"}

@article{bb31523,
        AUTHOR = "Zhang, G. and Zhang, X.F. and Tang, L.",
        TITLE = "Enhanced Quantified Local Implicit Neural Representation for Image
Compression",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1742-1746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29873"}

@article{bb31524,
        AUTHOR = "Tsubota, K. and Aizawa, K.",
        TITLE = "Content-Adaptive Optimization Framework for Universal Deep Image
Compression",
        JOURNAL = IEICE,
        VOLUME = "E108-D",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "201-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29874"}

@inproceedings{bb31525,
        AUTHOR = "Tsubota, K. and Akutsu, H. and Aizawa, K.",
        TITLE = "Universal Deep Image Compression via Content-Adaptive Optimization
with Adapters",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2528-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29875"}

@article{bb31526,
        AUTHOR = "Liang, Y.X. and Zhao, M. and Liu, X. and Jiang, J. and Lu, G.Y. and Jia, T.",
        TITLE = "An adaptive image compression algorithm based on joint clustering
algorithm and deep learning",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "829-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29876"}

@article{bb31527,
        AUTHOR = "Sui, Y. and Ding, D. and Pan, X. and Xu, X.Z. and Liu, S. and Yuan, B. and Chen, Z.Z.",
        TITLE = "Corner-to-Center long-range context model for efficient learned image
compression",
        JOURNAL = JVCIR,
        VOLUME = "98",
        YEAR = "2024",
        PAGES = "103990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29877"}

@article{bb31528,
        AUTHOR = "Li, S.H. and Dai, W.R. and Fang, Y. and Zheng, Z.Y. and Fei, W. and Xiong, H.K. and Zhang, W.",
        TITLE = "Revisiting Learned Image Compression With Statistical Measurement of
Latent Representations",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2891-2907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29878"}

@article{bb31529,
        AUTHOR = "Jiang, Z. and Liu, X.H. and Li, A. and Wang, G.Y.",
        TITLE = "Enhancing High-Resolution Image Compression Through Local-Global
Joint Attention Mechanism",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1044-1048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29879"}

@article{bb31530,
        AUTHOR = "Pakdaman, F. and Gabbouj, M.",
        TITLE = "Channel-Wise Feature Decorrelation for Enhanced Learned Image
Compression",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1635-1639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29880"}

@article{bb31531,
        AUTHOR = "Koyuncu, A.B. and Jia, P. and Boev, A. and Alshina, E. and Steinbach, E.",
        TITLE = "Efficient Contextformer: Spatio-Channel Window Attention for Fast
Context Modeling in Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7498-7511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29881"}

@inproceedings{bb31532,
        AUTHOR = "Koyuncu, A.B. and Gao, H. and Boev, A. and Gaikov, G. and Alshina, E. and Steinbach, E.",
        TITLE = "Contextformer: A Transformer with Spatio-Channel Attention for Context
Modeling in Learned Image Compression",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:447-463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29882"}

@article{bb31533,
        AUTHOR = "Gao, J.L. and Li, J. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
        TITLE = "Cross Modal Compression With Variable Rate Prompt",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "3444-3456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29883"}

@article{bb31534,
        AUTHOR = "Gao, J.L. and Jia, C.M. and Huang, Z.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
        TITLE = "Rate-Distortion Optimized Cross Modal Compression With Multiple
Domains",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6978-6992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29884"}

@article{bb31535,
        AUTHOR = "Hang, X.Y. and Ge, Z.Q. and Fan, H.F. and Jia, C.M. and Ma, S.W. and Gao, W.",
        TITLE = "Rate-Distortion-Complexity Optimized Framework for Multi-Model Image
Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5385-5399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29885"}

@article{bb31536,
        AUTHOR = "Li, C. and Yin, S.Z. and Jia, C.M. and Meng, F.Y. and Tian, Y.H. and Liang, Y.S.",
        TITLE = "Multirate Progressive Entropy Model for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7725-7741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29886"}

@article{bb31537,
        AUTHOR = "Fu, H.S. and Liang, F. and Liang, J. and Wang, Y.Q. and Fang, Z.M. and Zhang, G. and Han, J.N.",
        TITLE = "Fast and High-Performance Learned Image Compression With Improved
Checkerboard Context Model, Deformable Residual Module, and Knowledge
Distillation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "4702-4715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29887"}

@article{bb31538,
        AUTHOR = "Wu, C.H. and Wu, Q.B. and Ma, R. and Ngan, K.N. and Li, H.L. and Meng, F.M. and Qiu, H.Q.",
        TITLE = "Continual Cross-Domain Image Compression via Entropy Prior Guided
Knowledge Distillation and Scalable Decoding",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8080-8092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29888"}

@article{bb31539,
        AUTHOR = "Li, D.X. and Bai, Y.C. and Wang, K. and Jiang, J.J. and Liu, X.M. and Gao, W.",
        TITLE = "GroupedMixer: An Entropy Model With Group-Wise Token-Mixers for
Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9606-9619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29889"}

@article{bb31540,
        AUTHOR = "Wu, C.H. and Wu, Q.B. and Ngan, K.N. and Li, H.L. and Meng, F.M. and Xu, L.F.",
        TITLE = "High efficiency deep image compression via channel-wise scale
adaptive latent representation learning",
        JOURNAL = SP:IC,
        VOLUME = "130",
        YEAR = "2025",
        PAGES = "117227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29890"}

@article{bb31541,
        AUTHOR = "Chen, Y.H. and Xie, H.S. and Chen, C.W. and Gao, Z.L. and Benjak, M. and Peng, W.H. and Ostermann, J.",
        TITLE = "MaskCRT: Masked Conditional Residual Transformer for Learned Video
Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11980-11992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29891"}

@article{bb31542,
        AUTHOR = "Jiang, W. and Ning, P.R. and Yang, J.Y. and Zhai, Y.Q. and Gao, F. and Wang, R.G.",
        TITLE = "LLIC: Large Receptive Field Transform Coding With Adaptive Weights
for Learned Image Compression",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10937-10951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29892"}

@article{bb31543,
        AUTHOR = "Wang, J. and Ling, Q.",
        TITLE = "FDNet: Frequency Decomposition Network for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11241-11255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29893"}

@article{bb31544,
        AUTHOR = "Alshina, E. and Ascenso, J. and Ebrahimi, T.",
        TITLE = "JPEG AI: The First International Standard for Image Coding Based on
an End-to-End Learning-Based Approach",
        JOURNAL = MultMedMag,
        VOLUME = "31",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "60-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29894"}

@article{bb31545,
        AUTHOR = "Esenlik, S. and Wu, Y.J. and Zhang, Z.B. and Wang, Y.K. and Zhang, K. and Zhang, L. and Ascenso, J. and Liu, S.",
        TITLE = "An Overview of the JPEG AI Learning-Based Image Coding Standard",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2520-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29895"}

@article{bb31546,
        AUTHOR = "Lu, G. and Ge, X.T. and Zhong, T.X. and Hu, Q. and Geng, J.",
        TITLE = "Preprocessing Enhanced Image Compression for Machine Vision",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "13556-13568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29896"}

@article{bb31547,
        AUTHOR = "Zhang, P.P. and Wang, S.Q. and Wang, M. and Chen, P.L. and Wu, W.H. and Wang, X. and Kwong, S.",
        TITLE = "HNR-ISC: Hybrid Neural Representation for Image Set Compression",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "28-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29897"}

@article{bb31548,
        AUTHOR = "Presta, A. and Tartaglione, E. and Fiandrotti, A. and Grangetto, M.",
        TITLE = "STanH: Parametric Quantization for Variable Rate Learned Image
Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "639-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29898"}

@article{bb31549,
        AUTHOR = "Wang, Y.Q. and Liang, F. and Wang, S. and Chen, H. and Cao, Q. and Fu, H. and Chen, Z.J.",
        TITLE = "Towards an Efficient Remote Sensing Image Compression Network with
Visual State Space Model",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "3",
        PAGES = "425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29899"}

@article{bb31550,
        AUTHOR = "Zhao, N. and Pan, T.P. and Li, Z. and Chen, E. and Zhang, L.",
        TITLE = "The Paradigm Shift in Hyperspectral Image Compression:
A Neural Video Representation Methodology",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29900"}

@article{bb31551,
        AUTHOR = "Chen, Z.X. and He, X. and Ren, C. and Zhang, T.R. and Xiong, S.H.",
        TITLE = "Enhanced Attention Context Model for Learned Image Compression",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1301-1305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29901"}

@inproceedings{bb31552,
        AUTHOR = "Yue, J.T. and Lin, X. and Yang, Z.J. and Ren, C.",
        TITLE = "Dual-Representation Interaction Driven Image Quality Assessment with
Restoration Assistance",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3138-3147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29902"}

@article{bb31553,
        AUTHOR = "Zhang, H.T. and Li, L. and Liu, D.",
        TITLE = "Generalized Gaussian Model for Learned Image Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1950-1965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29903"}

@article{bb31554,
        AUTHOR = "Chen, L.H. and Bampis, C.G. and Li, Z. and Krasula, L. and Bovik, A.C.",
        TITLE = "Estimating the resize parameter in end-to-end learned image
compression",
        JOURNAL = SP:IC,
        VOLUME = "135",
        YEAR = "2025",
        PAGES = "117277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29904"}

@article{bb31555,
        AUTHOR = "Zhang, P.P. and Wang, M. and Chen, B.L. and Lin, R. and Wang, X. and Wang, S.Q. and Kwong, S.",
        TITLE = "Learning-Based Compression for Noisy Images in the Wild",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3745-3756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29905"}

@article{bb31556,
        AUTHOR = "Cao, M. and Dai, W.R. and Li, S.H. and Li, C.L. and Zou, J. and Chen, Y. and Xiong, H.K.",
        TITLE = "End-to-End Optimized Image Compression With Deep Gaussian Process
Regression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3770-3785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29906"}

@article{bb31557,
        AUTHOR = "Cao, M. and Dai, W.R. and Li, S.H. and Li, C.L. and Zou, J. and Hu, W.S. and Xiong, H.K.",
        TITLE = "Generative Probabilistic Entropy Modeling With Conditional Diffusion
for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9443-9459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29907"}

@inproceedings{bb31558,
        AUTHOR = "Yuan, L. and Luo, J.X. and Li, S.H. and Dai, W.R. and Li, C.L. and Zou, J. and Xiong, H.K.",
        TITLE = "Learned Image Compression with Channel-Wise Grouped Context Modeling",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2099-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29908"}

@article{bb31559,
        AUTHOR = "Sun, H.M. and Yu, L. and Katto, J.",
        TITLE = "Q-LIC: Quantizing Learned Image Compression With Channel Splitting",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3798-3811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29909"}

@article{bb31560,
        AUTHOR = "Jiang, Y.H. and Zhang, H.T. and Li, L. and Liu, D. and Li, Z.",
        TITLE = "Sparse Point Clouds Assisted Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4000-4010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29910"}

@article{bb31561,
        AUTHOR = "Gao, Y.B. and Li, S. and Fu, M. and Lv, C. and Yang, Z.Y. and Cai, X. and Yuan, H. and Ye, M.",
        TITLE = "Approximately Invertible Neural Network for Learned Image Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3041-3055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29911"}

@article{bb31562,
        AUTHOR = "Wang, H. and Fu, N. and Chen, Z.Z. and Liu, S.",
        TITLE = "Dynamic kernel-based adaptive spatial aggregation for learned image
compression",
        JOURNAL = JVCIR,
        VOLUME = "110",
        YEAR = "2025",
        PAGES = "104456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29912"}

@article{bb31563,
        AUTHOR = "Tan, W. and Bao, Y. and Meng, F.Y. and Li, C. and Liang, Y.S.",
        TITLE = "Adaptive cross-channel transformation based on self-modulation for
learned image compression",
        JOURNAL = SP:IC,
        VOLUME = "138",
        YEAR = "2025",
        PAGES = "117325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29913"}

@article{bb31564,
        AUTHOR = "Wang, R. and Jiang, W. and Sun, H.M. and Katto, J.",
        TITLE = "Single model learned image compression utilizing multiple scaling
factors",
        JOURNAL = JVCIR,
        VOLUME = "111",
        YEAR = "2025",
        PAGES = "104541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29914"}

@article{bb31565,
        AUTHOR = "Bao, Y. and Tan, W. and Jia, C.M. and Li, M. and Liang, Y.S. and Tian, Y.H.",
        TITLE = "ShiftLIC: Lightweight Learned Image Compression With Spatial-Channel
Shift Operations",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9428-9442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29915"}

@article{bb31566,
        AUTHOR = "Yang, S. and Perez Bueno, F. and Qin, H.L. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior
for Compressed Sensing",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6422-6433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29916"}

@article{bb31567,
        AUTHOR = "Zhang, H.T. and Li, Y.Q. and Li, L. and Liu, D.",
        TITLE = "Learning Switchable Priors for Neural Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11567-11582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29917"}

@article{bb31568,
        AUTHOR = "Tu, H.Y. and Wu, S.Q. and Li, L. and Zhou, W.G. and Li, H.Q.",
        TITLE = "Multi-Scale Invertible Neural Network for Wide-Range Variable-Rate
Learned Image Compression",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8592-8602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29918"}

@article{bb31569,
        AUTHOR = "Ye, F. and Li, L. and Liu, D.",
        TITLE = "Variable-rate learned image compression with integer-arithmetic-only
inference",
        JOURNAL = JVCIR,
        VOLUME = "113",
        YEAR = "2025",
        PAGES = "104634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29919"}

@article{bb31570,
        AUTHOR = "Liu, X. and Chen, J.H. and Chen, B. and Liu, Z. and An, B. and Xia, S.T. and Wang, Z.",
        TITLE = "An Efficient Implicit Neural Representation Image Codec Based on
Mixed Autoregressive Model for Low-Complexity Decoding",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8355-8365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29920"}

@article{bb31571,
        AUTHOR = "Li, C. and Tan, W. and Meng, F.Y. and Ding, R.W. and Wang, Y. and Liu, W. and Liang, Y.S.",
        TITLE = "Turbo principles meet compression: Rethinking nonlinear
transformations in learned image compression",
        JOURNAL = JVCIR,
        VOLUME = "114",
        YEAR = "2026",
        PAGES = "104643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29921"}

@article{bb31572,
        AUTHOR = "Jin, J. and Xia, F.X. and Ding, F. and Zhang, X.F. and Liu, M. and Zhao, Y. and Lin, W.S. and Meng, L.",
        TITLE = "Customizable ROI-Based Deep Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "566-578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29922"}

@article{bb31573,
        AUTHOR = "Feng, S.Y. and Zhu, L.W. and Zhang, Y. and Li, N. and Wang, S.Q.",
        TITLE = "C-CTX: Cubic-Checkerboard Context Entropy Model for Learned Image
Compression",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "1756-1766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29923"}

@article{bb31574,
        AUTHOR = "Wu, C.H. and Wu, Q.B. and Wei, H.R. and Wang, L. and Meng, F.M. and Ngan, K.N. and Zhuo, L. and Li, H.L.",
        TITLE = "On the Adversarial Robustness of Learning-Based Image Compression
Against Rate-Distortion Attacks",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "1715-1729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29924"}

@article{bb31575,
        AUTHOR = "Li, M. and Ma, K. and Li, J.X. and Zhang, D.",
        TITLE = "Pseudocylindrical Convolutions for Learned Omnidirectional Image
Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5497-5509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29925"}

@article{bb31576,
        AUTHOR = "Yue, H.J. and Li, X.H. and Sun, M.Y. and Liu, G.S. and Liu, X. and Yang, J.Y.",
        TITLE = "DIC-DDA: Learned Asymmetric Distributed Image Compression via Dual
Domain Alignment",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "3822-3834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29926"}

@inproceedings{bb31577,
        AUTHOR = "Li, C. and Jia, C.M. and Meng, F.Y. and Qi, H. and Ma, S.W. and Liang, Y.S.",
        TITLE = "DMSO: A Dynamic Momentum-Smoothing Optimizer for Learned Image
Compression",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "307-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29927"}

@inproceedings{bb31578,
        AUTHOR = "Blasco Andreo, N. and Mijares, S. and Chabert, M. and Oberlin, T. and Serra Sagrista, J.",
        TITLE = "Power Cost Comparison of Neural-Network Compression Methods for
Satellite Imagery",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1145-1150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29928"}

@inproceedings{bb31579,
        AUTHOR = "Zeng, F. and Tang, H. and Shao, Y.H. and Chen, S. and Shao, L. and Wang, Y.",
        TITLE = "MambaIC: State Space Models for High-Performance Learned Image
Compression",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "18041-18050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29929"}

@inproceedings{bb31580,
        AUTHOR = "Feng, D.H. and Cheng, Z.X. and Wang, S. and Wu, R.H. and Hu, H.W. and Lu, G. and Song, L.",
        TITLE = "Linear Attention Modeling for Learned Image Compression",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "7623-7632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29930"}

@inproceedings{bb31581,
        AUTHOR = "Xu, H. and Hai, B. and Tang, Y.S. and He, Z.H.",
        TITLE = "Window-based Channel Attention for Wavelet-enhanced Learned Image
Compression",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VII: 450-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29931"}

@inproceedings{bb31582,
        AUTHOR = "Zhang, Y.F. and Yu, H. and Liu, S.Z. and Dai, W.R. and Lin, W.Y.",
        TITLE = "Basic: Bayesnet Structure Learning for Computational Scalable Neural
Image Compression",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXV: 269-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29932"}

@inproceedings{bb31583,
        AUTHOR = "Iino, K. and Akamatsu, S. and Watanabe, H. and Enomoto, S. and Sakamoto, A. and Eda, T.",
        TITLE = "Improving Image Coding for Machines Through Optimizing Encoder Via
Auxiliary Loss",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3771-3777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29933"}

@inproceedings{bb31584,
        AUTHOR = "Zhu, L.Y. and Li, B.Z. and Lu, R. and Chen, P.L. and Mao, Q. and Wang, Z. and Yang, W.H. and Wang, S.Q.",
        TITLE = "Learned Image Compression for Both Humans and Machines via Dynamic
Adaptation",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1788-1794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29934"}

@inproceedings{bb31585,
        AUTHOR = "Chono, K. and Niwa, N. and Iwasaki, H.",
        TITLE = "Picture Partitioning Design of Neural Network-Based Intra Coding for
Video Coding for Machines",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1929-1934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29935"}

@inproceedings{bb31586,
        AUTHOR = "Wu, X. and Tang, T. and Zhu, Z.Y. and Zou, H.",
        TITLE = "Feature Enhanced Learning Image Compression with Recurrent
Criss-Cross Attention",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1935-1939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29936"}

@inproceedings{bb31587,
        AUTHOR = "Duan, Z.H. and Jung, C. and Liu, Y. and Li, M.",
        TITLE = "Learned Image Compression Using a Long and Short Attention Module",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1940-1946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29937"}

@inproceedings{bb31588,
        AUTHOR = "Xie, Y.X. and Yu, L. and Pakdaman, F. and Gabbouj, M.",
        TITLE = "Joint End-to-End Image Compression and Denoising: Leveraging
Contrastive Learning and Multi-Scale Self-ONNs",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3758-3764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29938"}

@inproceedings{bb31589,
        AUTHOR = "Rudkiewicz, T. and Ouerfelli, M. and Finotello, R. and Chaouai, Z. and Tamaazousti, M.",
        TITLE = "Robustness of Tensor Decomposition-Based Neural Network Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "221-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29939"}

@inproceedings{bb31590,
        AUTHOR = "Borzechowski, F. and Schafer, M. and Schwarz, H. and Pfaff, J. and Marpe, D. and Wiegand, T.",
        TITLE = "Optimizing Learned Image Compression on Scalar and Entropy-Constraint
Quantization",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3688-3694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29940"}

@inproceedings{bb31591,
        AUTHOR = "Zhang, X. and Zhang, Z.B. and Wu, Y.J. and Esenlik, S. and Sun, X.Y. and Zhang, K. and Zhang, L.",
        TITLE = "Optimized Decoupled Structure with Non-Local Attention for Deep Image
Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3681-3687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29941"}

@inproceedings{bb31592,
        AUTHOR = "Zhang, Y. and Duan, Z.H. and Zhu, F.Q.",
        TITLE = "On Efficient Neural Network Architectures for Image Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3674-3680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29942"}

@inproceedings{bb31593,
        AUTHOR = "Ulhaq, M. and Bajic, I.V.",
        TITLE = "Learned Compression of Encoding Distributions",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3716-3722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29943"}

@inproceedings{bb31594,
        AUTHOR = "Chen, B.L. and Yin, S. and Chen, P.L. and Wang, S.Q. and Ye, Y.",
        TITLE = "Generative Visual Compression: A Review",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3709-3715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29944"}

@inproceedings{bb31595,
        AUTHOR = "Hossain, M.A.F. and Zhu, F.Q.",
        TITLE = "Structured Pruning and Quantization for Learned Image Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3730-3736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29945"}

@inproceedings{bb31596,
        AUTHOR = "Ameen, A.A. and Richter, T. and Kaup, A.",
        TITLE = "Compact Latent Representation for Image Compression (CLRIC)",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "349-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29946"}

@inproceedings{bb31597,
        AUTHOR = "Prativadibhayankaram, S. and Panda, M.P. and Seiler, J. and Richter, T. and Sparenberg, H. and Foessel, S. and Kaup, A.",
        TITLE = "A Study on the Effect of Color Spaces in Learned Image Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3744-3750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29947"}

@inproceedings{bb31598,
        AUTHOR = "Duan, Z.H. and Lu, M. and Yang, J. and He, J.P. and Ma, Z. and Zhu, F.Q.",
        TITLE = "Towards Backward-Compatible Continual Learning of Image Compression",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "25564-25573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29948"}

@inproceedings{bb31599,
        AUTHOR = "Jiang, W. and Wang, W. and Chen, Y.",
        TITLE = "Neural Image Compression Using Masked Sparse Visual Representation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4177-4185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29949"}