MLIC: Multi-Reference Entropy Model for Learned Image Compression

14 November 2022

Papers citing "MLIC: Multi-Reference Entropy Model for Learned Image Compression"

42 / 42 papers shown

Title
LoC-LIC: Low Complexity Learned Image Coding Using Hierarchical Feature Transforms Ayman A. Ameen Thomas Richter André Kaup 49 0 0 30 Apr 2025
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 83 0 0 07 Apr 2025
Learned Image Compression with Dictionary-based Entropy Model Jingbo Lu Leheng Zhang Xingyu Zhou Mu-Wei Li Wen Li Shuhang Gu 37 0 0 01 Apr 2025
Learned Image Compression and Restoration for Digital Pathology SeonYeong Lee EonSeung Seong DongEon Lee SiYeoul Lee Yubin Cho Chunsu Park SeonHo Kim Minkyung Seo YoungSin Ko MinWoo Kim MedIm 44 0 0 31 Mar 2025
FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression H. Fu Jie Liang Zhenman Fang Jingning Han 36 0 0 09 Mar 2025
DLF: Extreme Image Compression with Dual-generative Latent Fusion Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan-Heng Lu 48 1 0 03 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 88 2 0 03 Mar 2025
Balanced Rate-Distortion Optimization in Learned Image Compression Yichi Zhang Z. Duan Yuning Huang F. Zhu 34 1 0 27 Feb 2025
Compact Latent Representation for Image Compression (CLRIC) Ayman A. Ameen Thomas Richter André Kaup 52 0 0 24 Feb 2025
Sparse Point Clouds Assisted Learned Image Compression Yiheng Jiang Haotian Zhang L. Li Dong Liu Zhu Li 3DPC 70 1 0 20 Dec 2024
Point Cloud-Assisted Neural Image Compression Ziqun Li Qi Zhang Xiaofeng Huang Zhao Wang Siwei Ma Wei Yan 72 0 0 16 Dec 2024
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion Jona Ballé Luca Versari Emilien Dupont Hyunjik Kim Matthias Bauer DiffM 91 1 0 30 Nov 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression Xi Zhang Xiaolin Wu MQ 62 0 0 25 Nov 2024
An Information-Theoretic Regularizer for Lossy Neural Image Compression Y. Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li L. Zhang S. Wang 142 0 0 23 Nov 2024
An End-to-End Real-World Camera Imaging Pipeline Kepeng Xu Zijia Ma Li Xu Gang He Yunsong Li Wenxin Yu Taichu Han Cheng Yang 66 6 0 16 Nov 2024
DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines Junqi Liu Yun Zhang Xiaoqi Wang Xu Long Sam Kwong 31 0 0 14 Nov 2024
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models Yang-Che Sun Cheng Yu Yeo Ernie Chu Jun-Cheng Chen Yu-Lun Liu SupR 30 0 0 23 Oct 2024
Test-time adaptation for image compression with distribution regularization Kecheng Chen Pingping Zhang Tiexin Qin Shiqi Wang Hong Yan Haoliang Li 30 1 0 16 Oct 2024
Few-Shot Domain Adaptation for Learned Image Compression Tianyu Zhang Haotian Zhang Yuqi Li Li Li Dong Liu VLM 33 1 0 17 Sep 2024
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model Zhening Liu Xinjie Zhang Jiawei Shao Zehong Lin Jun Zhang 15 4 0 15 Jul 2024
Generalized Nested Latent Variable Models for Lossy Coding applied to Wind Turbine Scenarios Raül Pérez-Gonzalo Andreas Espersen Antonio Agudo 24 1 0 10 Jun 2024
MambaVC: Learned Visual Compression with Selective State Spaces Shiyu Qin Jinpeng Wang Yimin Zhou Bin Chen Tianci Luo Baoyi An Tao Dai Shu-Tao Xia Yaowei Wang Mamba 39 13 0 24 May 2024
Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network Junhui Li Xingsong Hou 21 0 0 17 May 2024
Towards Task-Compatible Compressible Representations Anderson de Andrade Ivan V. Bajić 34 1 0 16 May 2024
GroupedMixer: An Entropy Model with Group-wise Token-Mixers for Learned Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu Wen Gao ViT 29 5 0 02 May 2024
HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression Lei Lu Yanyue Xie Wei Jiang Wei Wang Xue Lin Yanzhi Wang 22 4 0 20 Apr 2024
CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting Xiangrui Liu Xinju Wu Pingping Zhang Shiqi Wang Zhu Li Sam Kwong 3DGS 43 29 0 15 Apr 2024
Onboard deep lossless and near-lossless predictive coding of hyperspectral images with line-based attention D. Valsesia T. Bianchi E. Magli 26 2 0 26 Mar 2024
Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi 35 4 0 24 Mar 2024
Region-Adaptive Transform with Segmentation Prior for Image Compression Yuxi Liu Wenhan Yang H. Bai Yunchao Wei Yao-Min Zhao 32 4 0 01 Mar 2024
LVC-LGMC: Joint Local and Global Motion Compensation for Learned Video Compression Wei Jiang Junru Li Kai Zhang Li Zhang 22 4 0 01 Feb 2024
TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation Wei Jiang Yongqi Zhai Hangyu Li Ronggang Wang 38 0 0 16 Jan 2024
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 20 23 0 05 Dec 2023
Dynamic Kernel-Based Adaptive Spatial Aggregation for Learned Image Compression Huairui Wang Nianxiang Fu Zhenzhong Chen Shanghui Liu 25 2 0 17 Aug 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 35 32 0 28 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 19 0 0 05 Jul 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 30 6 0 19 Apr 2023
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression Yi Ma Yongqi Zhai Ronggang Wang 34 11 0 04 Jan 2022
Transformer-based Image Compression Ming-Tse Lu Peiyao Guo Huiqing Shi Chuntong Cao Zhan Ma ViT 57 103 0 12 Nov 2021
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 39 107 0 09 Feb 2020
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 225 2,543 0 25 Jan 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,190 0 01 Sep 2014