Causal Contextual Prediction for Learned Image Compression

19 November 2020

Zongyu Guo

Papers citing "Causal Contextual Prediction for Learned Image Compression"

25 / 25 papers shown

Title
Why Compress What You Can Generate? When GPT-4o Generation Ushers in Image Compression Fields Yixin Gao Xiaohan Pan X. Li Zhibo Chen 51 0 0 30 Apr 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
An Information-Theoretic Regularizer for Lossy Neural Image Compression Yanmei Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang S. Wang 191 0 0 23 Nov 2024
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization Jixiang Luo Yan Wang Hongwei Qin DiffM 40 3 0 19 Mar 2024
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 39 32 0 28 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 33 0 0 05 Jul 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 36 13 0 04 May 2023
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 38 6 0 19 Apr 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 12 220 0 27 Mar 2023
Neural Video Compression with Diverse Contexts Jiahao Li Bin Li Yan Lu 34 142 0 28 Feb 2023
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 38 22 0 20 Dec 2022
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 30 76 0 14 Nov 2022
Improving Multi-generation Robustness of Learned Image Compression Litian Li Zheng Yang Ronggang Wang 19 2 0 31 Oct 2022
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 16 16 0 07 Sep 2022
Streaming-capable High-performance Architecture of Learned Image Compression Codecs Fang-Ju Lin Heming Sun J. Katto 11 1 0 02 Aug 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 37 36 0 05 Jul 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 36 317 0 21 Mar 2022
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression A. B. Koyuncu Han Gao Atanas Boev Georgii Gaikov Elena Alshina Eckehard Steinbach ViT 39 68 0 04 Mar 2022
Post-Training Quantization for Cross-Platform Learned Image Compression Dailan He Zi Yang Yuan-Hsin Chen Qi Zhang Hongwei Qin Yan Wang MQ 42 13 0 15 Feb 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 29 36 0 23 Jan 2022
Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression Zongyu Guo Runsen Feng Zhizheng Zhang Xin Jin Zhibo Chen 24 15 0 26 Dec 2021
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 31 51 0 17 Dec 2021
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 34 28 0 17 Nov 2021
Learned Block-based Hybrid Image Compression Yaojun Wu Xin Li Zhizheng Zhang Xin Jin Zhibo Chen 12 56 0 17 Dec 2020
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 251 2,550 0 25 Jan 2016