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MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression

28 July 2023

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Papers citing "MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression"

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Title
Learned Image Compression with Dictionary-based Entropy Model Jingbo Lu Leheng Zhang Xingyu Zhou Mu Li Wen Li Shuhang Gu 87 1 0 01 Apr 2025
Large Language Model for Lossless Image Compression with Visual Prompts Junhao Du Chuqin Zhou Ning Cao Gang Chen Yunuo Chen Zhengxue Cheng Li Song Guo Lu Wenjun Zhang VLM 86 2 0 22 Feb 2025
Linear Attention Modeling for Learned Image Compression Donghui Feng Zhengxue Cheng Shen Wang Ronghua Wu Hongwei Hu Guo Lu Li Song 332 1 0 09 Feb 2025
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yanmei Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang Shuaiqiang Wang 445 0 0 23 Nov 2024
Few-Shot Domain Adaptation for Learned Image Compression Tianyu Zhang Haotian Zhang Yuqi Li Li Li Dong Liu VLM 74 1 0 17 Sep 2024
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 108 7 0 19 Apr 2023
Computationally-Efficient Neural Image Compression with Shallow Decoders Yibo Yang Stephan Mandt 61 25 0 13 Apr 2023
Multistage Spatial Context Models for Learned Image Compression Fangzheng Lin Heming Sun Jinming Liu J. Katto 74 14 0 18 Feb 2023
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 61 22 0 20 Dec 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression Xiaosu Zhu Jingkuan Song Lianli Gao Fengcai Zheng Hengtao Shen 55 64 0 21 Mar 2022
Neural Data-Dependent Transform for Learned Image Compression Dezhao Wang Wenhan Yang Yueyu Hu Jiaying Liu 39 59 0 09 Mar 2022
Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian Ming Lin Xiuyu Sun Zhiyu Tan Rong Jin ViT 69 140 0 11 Feb 2022
Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim Byeongho Heo Jong-Seok Lee 78 85 0 08 Dec 2021
Transformer-based Image Compression Ming Lu Peiyao Guo Huiqing Shi Chuntong Cao Zhan Ma ViT 94 105 0 12 Nov 2021
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 75 191 0 08 Aug 2021
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 54 141 0 19 Nov 2020
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 63 426 0 05 Nov 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 69 410 0 17 Jul 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 302 236 0 16 Mar 2020
Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation Ze Cui Jing Wang Shang Gao Bo Bai Tiansheng Guo Yihui Feng 61 136 0 04 Mar 2020
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 104 107 0 09 Feb 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 244 348 0 22 Jan 2020
A Comprehensive Benchmark for Single Image Compression Artifacts Reduction Jiaying Liu Dong Liu Wenhan Yang Sifeng Xia Xiaoshuai Zhang Yuanying Dai 76 73 0 09 Sep 2019
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 176 5,908 0 10 Jul 2017
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 209 2,513 0 16 Jun 2016