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        TITLE = "End-to-End Optimized Image Compression With Deep Gaussian Process
Regression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
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        MONTH = "April",
        PAGES = "3770-3785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29950"}

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        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#TT29951"}

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        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#TT29952"}

@article{bb31603,
        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#TT29953"}

@article{bb31604,
        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#TT29954"}

@article{bb31605,
        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,
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        YEAR = "2025",
        PAGES = "3041-3055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29955"}

@article{bb31606,
        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#TT29956"}

@article{bb31607,
        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#TT29957"}

@article{bb31608,
        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#TT29958"}

@article{bb31609,
        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#TT29959"}

@article{bb31610,
        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#TT29960"}

@article{bb31611,
        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#TT29961"}

@article{bb31612,
        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#TT29962"}

@article{bb31613,
        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#TT29963"}

@article{bb31614,
        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#TT29964"}

@article{bb31615,
        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#TT29965"}

@article{bb31616,
        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#TT29966"}

@article{bb31617,
        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#TT29967"}

@article{bb31618,
        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#TT29968"}

@article{bb31619,
        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#TT29969"}

@article{bb31620,
        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#TT29970"}

@inproceedings{bb31621,
        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#TT29971"}

@inproceedings{bb31622,
        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#TT29972"}

@inproceedings{bb31623,
        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#TT29973"}

@inproceedings{bb31624,
        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#TT29974"}

@inproceedings{bb31625,
        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#TT29975"}

@inproceedings{bb31626,
        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#TT29976"}

@inproceedings{bb31627,
        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#TT29977"}

@inproceedings{bb31628,
        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#TT29978"}

@inproceedings{bb31629,
        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#TT29979"}

@inproceedings{bb31630,
        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#TT29980"}

@inproceedings{bb31631,
        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#TT29981"}

@inproceedings{bb31632,
        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#TT29982"}

@inproceedings{bb31633,
        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#TT29983"}

@inproceedings{bb31634,
        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#TT29984"}

@inproceedings{bb31635,
        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#TT29985"}

@inproceedings{bb31636,
        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#TT29986"}

@inproceedings{bb31637,
        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#TT29987"}

@inproceedings{bb31638,
        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",
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@inproceedings{bb31639,
        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#TT29989"}

@inproceedings{bb31640,
        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",
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@inproceedings{bb31641,
        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,
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@inproceedings{bb31642,
        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#TT29992"}

@inproceedings{bb31643,
        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",
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@inproceedings{bb31644,
        AUTHOR = "Park, J. and Lee, J.Y. and Kim, M.C.",
        TITLE = "COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale
Spatial Scalability",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb31645,
        AUTHOR = "Tao, L.F. and Gao, W. and Li, G. and Zhang, C.H.",
        TITLE = "AdaNIC: Towards Practical Neural Image Compression via Dynamic
Transform Routing",
        BOOKTITLE = ICCV23,
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@inproceedings{bb31646,
        AUTHOR = "Yang, Y. and Mandt, S.",
        TITLE = "Computationally-Efficient Neural Image Compression with Shallow
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@inproceedings{bb31647,
        AUTHOR = "Spadaro, G. and Presta, A. and Tartaglione, E. and Giraldo, J.H. and Grangetto, M. and Fiandrotti, A.",
        TITLE = "Gabic: Graph-Based Attention Block for Image Compression",
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@inproceedings{bb31648,
        AUTHOR = "Presta, A. and Fiandrotti, A. and Tartaglione, E. and Grangetto, M.",
        TITLE = "A Differentiable Entropy Model for Learned Image Compression",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
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@inproceedings{bb31649,
        AUTHOR = "Yang, Z. and Wang, R.G.",
        TITLE = "Improving Learned Invertible Coding with Invertible Attention and
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@inproceedings{bb31650,
        AUTHOR = "Haase, P. and Pfaff, J. and Schwarz, H. and Marpe, D. and Wiegand, T.",
        TITLE = "Bitrate-Performance Optimized Model Training for the Neural Network
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        YEAR = "2023",
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@inproceedings{bb31651,
        AUTHOR = "Foroutan, Y. and Harell, A. and de Andrade, A. and Bajic, I.V.",
        TITLE = "Base Layer Efficiency in Scalable Human-Machine Coding",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
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@inproceedings{bb31652,
        AUTHOR = "Minnen, D. and Johnston, N.",
        TITLE = "Advancing the Rate-Distortion-Computation Frontier for Neural Image
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        BOOKTITLE = ICIP23,
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@inproceedings{bb31653,
        AUTHOR = "Ye, Y. and Pan, Y.J. and Jiang, Q. and Lu, M. and Fang, X.R. and Xu, B.",
        TITLE = "Frequency-Aware Re-Parameterization for Over-Fitting Based Image
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@inproceedings{bb31654,
        AUTHOR = "Hu, Y.T. and Tan, W. and Meng, F.Y. and Liang, Y.S.",
        TITLE = "A Decoupled Spatial-Channel Inverted Bottleneck For Image Compression",
        BOOKTITLE = ICIP23,
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@inproceedings{bb31655,
        AUTHOR = "Munna, T.A. and Ascenso, J.",
        TITLE = "Complexity Scalable Learning-Based Image Decoding",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1860-1864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30005"}

@inproceedings{bb31656,
        AUTHOR = "Herglotz, C. and Brand, F. and Regensky, A. and Rievel, F. and Kaup, A.",
        TITLE = "Processing Energy Modeling For Neural Network Based Image Compression",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2390-2394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30006"}

@inproceedings{bb31657,
        AUTHOR = "Brand, F. and Kopte, A. and Fischer, K. and Kaup, A.",
        TITLE = "Spatially-Adaptive Learning-Based Image Compression with Hierarchical
Multi-Scale Latent Spaces",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1660-1664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30007"}

@inproceedings{bb31658,
        AUTHOR = "Meng, X.D. and Zhu, S.Y. and Ma, S.W. and Zeng, B.",
        TITLE = "Learned Image Compression with Large Capacity and Low Redundancy of
Latent Representation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1640-1644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30008"}

@inproceedings{bb31659,
        AUTHOR = "Hojjat, A. and Haberer, J. and Landsiedel, O.",
        TITLE = "ProgDTD: Progressive Learned Image Compression with Double-Tail-Drop
Training",
        BOOKTITLE = NTIRE23,
        YEAR = "2023",
        PAGES = "1130-1139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30009"}

@inproceedings{bb31660,
        AUTHOR = "Brummer, B. and de Vleeschouwer, C.",
        TITLE = "On the Importance of Denoising when Learning to Compress Images",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2439-2447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30010"}

@inproceedings{bb31661,
        AUTHOR = "Li, M. and Gao, S.Y. and Feng, Y.H. and Shi, Y. and Wang, J.",
        TITLE = "Content-Oriented Learned Image Compression",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:632-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30011"}

@inproceedings{bb31662,
        AUTHOR = "Wang, F. and Chen, J.Y. and Wang, R.G.",
        TITLE = "Entropy-Reduced Attention for Image Compression",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2401-2405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30012"}

@inproceedings{bb31663,
        AUTHOR = "Cheng, K.L. and Xie, Y. and Chen, Q.F.",
        TITLE = "Optimizing Image Compression via Joint Learning with Denoising",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:56-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30013"}

@inproceedings{bb31664,
        AUTHOR = "Liu, Z.Y. and Wang, H.L. and Su, T.Y.",
        TITLE = "Learned Image Compression with Multi-Scale Spatial and Contextual
Information Fusion",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "706-710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30014"}

@inproceedings{bb31665,
        AUTHOR = "Zhang, G. and Zhang, X.F. and Zhu, S.Y.",
        TITLE = "Local and Global Fusion Network for Learned Image Compression",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3763-3767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30015"}

@inproceedings{bb31666,
        AUTHOR = "Pan, G.B. and Lu, G. and Hu, Z.H. and Xu, D.",
        TITLE = "Content Adaptive Latents and Decoder for Neural Image Compression",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVIII:556-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30016"}

@inproceedings{bb31667,
        AUTHOR = "Lin, F.Z. and Sun, H.M. and Katto, J.",
        TITLE = "Streaming-Capable High-Performance Architecture of Learned Image
Compression Codecs",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "286-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30017"}

@inproceedings{bb31668,
        AUTHOR = "He, D. and Yang, Z.M. and Peng, W. and Ma, R. and Qin, H.W. and Wang, Y.",
        TITLE = "ELIC: Efficient Learned Image Compression with Unevenly Grouped
Space-Channel Contextual Adaptive Coding",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "5708-5717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30018"}

@inproceedings{bb31669,
        AUTHOR = "He, D.L. and Yang, Z.M. and Yu, H.J. and Xu, T.D. and Luo, J.X. and Chen, Y. and Gao, C.J. and Shi, X.J. and Qin, H.W. and Wang, Y.",
        TITLE = "PO-ELIC: Perception-Oriented Efficient Learned Image Coding",
        BOOKTITLE = CLIC22,
        YEAR = "2022",
        PAGES = "1763-1768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30019"}

@inproceedings{bb31670,
        AUTHOR = "Gao, G. and You, P. and Pan, R. and Han, S.Y. and Zhang, Y.Y. and Dai, Y.C. and Lee, H.",
        TITLE = "Neural Image Compression via Attentional Multi-scale Back Projection
and Frequency Decomposition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "14657-14666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30020"}

@inproceedings{bb31671,
        AUTHOR = "Kim, J.H. and Heo, B. and Lee, J.S.",
        TITLE = "Joint Global and Local Hierarchical Priors for Learned Image
Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "5982-5991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30021"}

@inproceedings{bb31672,
        AUTHOR = "Fischer, K. and Forsch, C. and Herglotz, C. and Kaup, A.",
        TITLE = "Analysis of Neural Image Compression Networks for Machine-To-Machine
Communication",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2079-2083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30022"}

@inproceedings{bb31673,
        AUTHOR = "Haase, P. and Becking, D. and Kirchhoffer, H. and Muller, K. and Schwarz, H. and Samek, W. and Marpe, D. and Wiegand, T.",
        TITLE = "Encoder Optimizations for the NNR Standard on Neural Network
Compression",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3522-3526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30023"}

@inproceedings{bb31674,
        AUTHOR = "Yilmaz, M.A. and Keless, O. and Guven, H. and Tekalp, A.M. and Malik, J. and Kiranyaz, S.",
        TITLE = "Self-Organized Variational Autoencoders (Self-Vae) for Learned Image
Compression",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3732-3736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30024"}

@inproceedings{bb31675,
        AUTHOR = "Mikami, Y. and Tsutake, C. and Takahashi, K. and Fujii, T.",
        TITLE = "An Efficient Image Compression Method Based on Neural Network:
An Overfitting Approach",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2084-2088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30025"}

@inproceedings{bb31676,
        AUTHOR = "Tsubota, K. and Aizawa, K.",
        TITLE = "Comprehensive Comparisons of Uniform Quantizers for Deep Image
Compression",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2089-2093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30026"}

@inproceedings{bb31677,
        AUTHOR = "Yang, C.H. and Ma, Y. and Yang, J.Y. and Liu, S.Y. and Wang, R.G.",
        TITLE = "Graph-Convolution Network for Image Compression",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2094-2098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30027"}

@inproceedings{bb31678,
        AUTHOR = "Dick, J. and Abreu, B. and Grellert, M. and Bampi, S.",
        TITLE = "Quality and Complexity Assessment of Learning-Based Image Compression
Solutions",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "599-603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30028"}

@inproceedings{bb31679,
        AUTHOR = "He, D. and Zheng, Y.Y. and Sun, B.C. and Wang, Y. and Qin, H.W.",
        TITLE = "Checkerboard Context Model for Efficient Learned Image Compression",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14766-14775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30029"}

@inproceedings{bb31680,
        AUTHOR = "Liu, Y.C. and Shu, Z.X. and Li, Y.J. and Lin, Z. and Perazzi, F. and Kung, S.Y.",
        TITLE = "Content-Aware GAN Compression",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12151-12161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30030"}

@inproceedings{bb31681,
        AUTHOR = "Weber, M. and Renggli, C. and Grabner, H. and Zhang, C.",
        TITLE = "Observer Dependent Lossy Image Compression",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "130-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30031"}

@inproceedings{bb31682,
        AUTHOR = "Suzuki, A. and Akutsu, H. and Naruko, T. and Tsubota, K. and Aizawa, K.",
        TITLE = "Learned Image Compression with Super-Resolution Residual Modules and
DISTS Optimization",
        BOOKTITLE = CLIC21,
        YEAR = "2021",
        PAGES = "1906-1910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30032"}

@inproceedings{bb31683,
        AUTHOR = "Gao, Y.X. and Wu, Y.J. and Guo, Z.Y. and Zhang, Z.Z. and Chen, Z.B.",
        TITLE = "Perceptual Friendly Variable Rate Image Compression",
        BOOKTITLE = CLIC21,
        YEAR = "2021",
        PAGES = "1916-1920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30033"}

@inproceedings{bb31684,
        AUTHOR = "Islam, K. and Dang, L.M. and Lee, S. and Moon, H.",
        TITLE = "Image Compression with Recurrent Neural Network and Generalized
Divisive Normalization",
        BOOKTITLE = CLIC21,
        YEAR = "2021",
        PAGES = "1875-1879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30034"}

@inproceedings{bb31685,
        AUTHOR = "Zhao, J. and Li, B. and Li, J.H. and Xiong, R.Q. and Lu, Y.",
        TITLE = "A Universal Encoder Rate Distortion Optimization Framework for
Learned Compression",
        BOOKTITLE = CLIC21,
        YEAR = "2021",
        PAGES = "1880-1884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30035"}

@inproceedings{bb31686,
        AUTHOR = "Ayzik, S. and Avidan, S.",
        TITLE = "Deep Image Compression Using Decoder Side Information",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:699-714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30036"}

@inproceedings{bb31687,
        AUTHOR = "Su, R. and Cheng, Z. and Sun, H. and Katto, J.",
        TITLE = "Scalable Learned Image Compression With A Recurrent Neural
Networks-Based Hyperprior",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3369-3373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30037"}

@inproceedings{bb31688,
        AUTHOR = "Ghafari, M. and Guarda, A.F.R. and Rodrigues, N.M.M. and Pereira, F.",
        TITLE = "Learning-Based Point Cloud Decoding with Independent and Scalable
Reduced Complexity",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3382-3388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30038"}

@inproceedings{bb31689,
        AUTHOR = "Guarda, A.F.R. and Rodrigues, N.M.M. and Pereira, F.",
        TITLE = "Point Cloud Geometry Scalable Coding With a Single End-to-End Deep
Learning Model",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3354-3358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30039"}

@inproceedings{bb31690,
        AUTHOR = "Singh, S. and Abu El Haija, S. and Johnston, N. and Balle, J. and Shrivastava, A. and Toderici, G.",
        TITLE = "End-to-End Learning of Compressible Features",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3349-3353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30040"}

@inproceedings{bb31691,
        AUTHOR = "Xu, J. and Lytchier, A. and Cursio, C. and Kollias, D. and Besenbruch, C. and Zafar, A.",
        TITLE = "Efficient Context-Aware Lossy Image Compression",
        BOOKTITLE = CLIC20,
        YEAR = "2020",
        PAGES = "552-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30041"}

@inproceedings{bb31692,
        AUTHOR = "Sun, H. and Liu, C. and Katto, J. and Fan, Y.",
        TITLE = "An Image Compression Framework with Learning-based Filter",
        BOOKTITLE = CLIC20,
        YEAR = "2020",
        PAGES = "602-606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30042"}

@inproceedings{bb31693,
        AUTHOR = "Lin, C. and Yao, J. and Chen, F. and Wang, L.",
        TITLE = "A Spatial RNN Codec for End-to-End Image Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13266-13274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30043"}

@inproceedings{bb31694,
        AUTHOR = "Agustsson, E. and Minnen, D. and Toderici, G. and Mentzer, F.",
        TITLE = "Multi-Realism Image Compression with a Conditional Generator",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "22324-22333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30044"}

@inproceedings{bb31695,
        AUTHOR = "Mentzer, F. and Agustsson, E. and Tschannen, M. and Timofte, R. and Van Gool, L.J.",
        TITLE = "Practical Full Resolution Learned Lossless Image Compression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10621-10630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30045"}

@inproceedings{bb31696,
        AUTHOR = "Yang, J. and Yang, C. and Ma, Y. and Liu, S. and Wang, R.",
        TITLE = "Learned Low Bit-rate Image Compression with Adversarial Mechanism",
        BOOKTITLE = CLIC20,
        YEAR = "2020",
        PAGES = "575-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30046"}

@inproceedings{bb31697,
        AUTHOR = "Huang, C.C. and Nguyen, T.P. and Lai, C.T.",
        TITLE = "Multi-Channel Multi-Loss Deep Learning Based Compression Model of
Color Images",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4524-4528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30047"}

@inproceedings{bb31698,
        AUTHOR = "Mentzer, F. and Van Gool, L.J. and Tschannen, M.",
        TITLE = "Learning Better Lossless Compression Using Lossy Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "6637-6646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30048"}

@inproceedings{bb31699,
        AUTHOR = "Luo, A. and Sun, H.M. and Liu, J.M. and Katto, J.",
        TITLE = "Memory-Efficient Learned Image Compression with Pruned Hyperprior
Module",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3061-3065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30049"}