Channel-wise Autoregressive Entropy Models for Learned Image Compression

17 July 2020

Papers citing "Channel-wise Autoregressive Entropy Models for Learned Image Compression"

50 / 76 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
Neural Stereo Video Compression with Hybrid Disparity Compensation Shiyin Jiang Zhenghao Chen Minghao Han Xingyu Zhou Li Zhang Shuhang Gu 45 0 0 29 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 114 0 0 07 Apr 2025
Learned Image Compression with Dictionary-based Entropy Model Jingbo Lu Leheng Zhang Xingyu Zhou Mu Li Wen Li Shuhang Gu 51 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 49 0 0 31 Mar 2025
MambaIC: State Space Models for High-Performance Learned Image Compression Fanhu Zeng Hao Tang Yihua Shao Siyu Chen Ling Shao Yan Wang Mamba 149 0 0 16 Mar 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
Balanced Rate-Distortion Optimization in Learned Image Compression Yichi Zhang Z. Duan Yuning Huang F. Zhu 39 1 0 27 Feb 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 Y. Zhang Meng Wang Xihua Sheng Peilin Chen Junru Li Li Zhang S. Wang 182 0 0 23 Nov 2024
Efficient Progressive Image Compression with Variance-aware Masking Alberto Presta Enzo Tartaglione A. Fiandrotti Marco Grangetto Pamela Cosman 34 0 0 15 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 27 0 0 28 Oct 2024
GABIC: Graph-based Attention Block for Image Compression Gabriele Spadaro Alberto Presta Enzo Tartaglione Jhony H. Giraldo Marco Grangetto A. Fiandrotti 30 3 0 03 Oct 2024
FCNR: Fast Compressive Neural Representation of Visualization Images Yunfei Lu Pengfei Gu Chaoli Wang 35 1 0 23 Jul 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 46 4 0 17 Jul 2024
Neural-based Video Compression on Solar Dynamics Observatory Images Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 48 0 0 12 Jul 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 47 11 0 27 May 2024
CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting Xiangrui Liu Xinju Wu Pingping Zhang Shiqi Wang Zhu Li Sam Kwong 3DGS 51 29 0 15 Apr 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
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression Xinjie Zhang Shenyuan Gao Zhening Liu Jiawei Shao Xingtong Ge Dailan He Tongda Xu Yan Wang Jun Zhang 48 1 0 13 Mar 2024
A Training-Free Defense Framework for Robust Learned Image Compression Myungseo Song Jinyoung Choi Bohyung Han AAML 24 4 0 22 Jan 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 43 15 0 17 Jan 2024
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 29 4 0 06 Sep 2023
Frequency Disentangled Features in Neural Image Compression Ali Zafari Atefeh Khoshkhahtinat P. Mehta Mohammad Saeed Ebrahimi Saadabadi Mohammad Akyash Nasser M. Nasrabadi 42 14 0 04 Aug 2023
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
AICT: An Adaptive Image Compression Transformer Ahmed Ghorbel W. Hamidouche L. Morin ViT 34 5 0 12 Jul 2023
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data Hieu Le Jián Tao AI4CE 29 2 0 09 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
Exploring Effective Mask Sampling Modeling for Neural Image Compression Lin Liu Mingming Zhao Shanxin Yuan Wenlong Lyu Wen-gang Zhou Houqiang Li Yanfeng Wang Qi Tian 16 3 0 09 Jun 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 21 38 0 26 May 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
M2T: Masking Transformers Twice for Faster Decoding Fabian Mentzer E. Agustsson Michael Tschannen 23 17 0 14 Apr 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 12 220 0 27 Mar 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
Multistage Spatial Context Models for Learned Image Compression Fangzheng Lin Heming Sun Jinming Liu J. Katto 30 13 0 18 Feb 2023
EVC: Towards Real-Time Neural Image Compression with Mask Decay G. Wang Jiahao Li Bin Li Yan Lu 22 63 0 10 Feb 2023
LDMIC: Learning-based Distributed Multi-view Image Coding Xinjie Zhang Jiawei Shao Jun Zhang 27 17 0 24 Jan 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
Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi B. Thompson D. D. Silva M. Kirk 13 9 0 12 Oct 2022
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression Oussama Jourairi M. Balcilar Anne Lambert Franccois Schnitzler 15 4 0 10 Oct 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 46 24 0 19 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 125 0 14 Sep 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 29 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
Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression M. Balcilar B. Damodaran Pierre Hellier 21 8 0 02 Sep 2022
Lossy Image Compression with Quantized Hierarchical VAEs Zhihao Duan Ming Lu Zhan Ma F. Zhu 46 43 0 27 Aug 2022
Streaming-capable High-performance Architecture of Learned Image Compression Codecs Fang-Ju Lin Heming Sun J. Katto 11 1 0 02 Aug 2022