Learning End-to-End Lossy Image Compression: A Benchmark

10 February 2020

Zhan Ma

Papers citing "Learning End-to-End Lossy Image Compression: A Benchmark"

21 / 21 papers shown

Title
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy Model H. Fu Jie Liang F. Liang Zhenman Fang Guohe Zhang Jingning Han 117 0 0 07 Apr 2025
Subjective Visual Quality Assessment for High-Fidelity Learning-Based Image Compression Mohsen Jenadeleh Jon Sneyers Panqi Jia Shima Mohammadi Joao Ascenso Dietmar Saupe 31 0 0 07 Apr 2025
FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression H. Fu Jie Liang Zhenman Fang Jingning Han 47 0 0 09 Mar 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 72 1 0 10 Feb 2025
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 89 4 0 02 Jul 2024
Learned Nonlinear Predictor for Critically Sampled 3D Point Cloud Attribute Compression Tam Thuc Do Philip A. Chou Gene Cheung 3DPC 24 0 0 22 Nov 2023
Raw Image Reconstruction with Learned Compact Metadata Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen 36 18 0 25 Feb 2023
Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Qi Zhang Shanshe Wang Xinfeng Zhang Chuanmin Jia Jingshan Pan Siwei Ma Wen Gao 27 3 0 13 Nov 2022
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression Yuanchao Bai Xianming Liu Kai Wang Xiangyang Ji Xiaoling Wu Wen Gao 32 22 0 11 Sep 2022
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 16 16 0 07 Sep 2022
Why Shape Coding? Asymptotic Analysis of the Entropy Rate for Digital Images Gangtao Xin Pingyi Fan Khaled B. Letaief 22 4 0 11 Apr 2022
Reducing Redundancy in the Bottleneck Representation of the Autoencoders Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 27 10 0 09 Feb 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 29 36 0 23 Jan 2022
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
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning Tong Chen Zhan Ma AAML 22 28 0 16 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
L3C-Stereo: Lossless Compression for Stereo Images Zihao Huang Zhe Sun Feng Duan A. Cichocki Peiying Ruan Chong Li 3DV 15 8 0 21 Aug 2021
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 41 48 0 09 Apr 2020
A Comprehensive Benchmark for Single Image Compression Artifacts Reduction Jiaying Liu Dong Liu Wenhan Yang Sifeng Xia Xiaoshuai Zhang Yuanying Dai 52 73 0 09 Sep 2019
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 72 244 0 18 Jul 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 251 2,550 0 25 Jan 2016