The Devil Is in the Details: Window-based Attention for Image Compression

16 March 2022

Papers citing "The Devil Is in the Details: Window-based Attention for Image Compression"

34 / 34 papers shown

Title
High Quality Underwater Image Compression with Adaptive Correction and Codebook-based Augmentation Yimin Zhou Yichong Xia Sicheng Pan Bin Chen Baoyi An Haoqian Wang Zehua Wang Yaowei Wang Zikun Zhou 21 0 0 15 May 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 176 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 51 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 218 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
Security and Real-time FPGA integration for Learned Image Compression Alaa Mazouz Carl De Sousa Tria Sumanta Chaudhuri Attilio Fiandrotti Marco Cagnanzzo Mihai P. Mitrea Enzo Tartaglione 43 1 0 06 Mar 2025
Balanced Rate-Distortion Optimization in Learned Image Compression Yichi Zhang Z. Duan Yuning Huang F. Zhu 44 1 0 27 Feb 2025
Linear Attention Modeling for Learned Image Compression Donghui Feng Zhengxue Cheng Shen Wang Ronghua Wu Hongwei Hu Guo Lu Li-Na Song 174 1 0 09 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
Efficient Progressive Image Compression with Variance-aware Masking Alberto Presta Enzo Tartaglione Attilio Fiandrotti Marco Grangetto Pamela Cosman 37 0 0 15 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 30 0 0 28 Oct 2024
GABIC: Graph-based Attention Block for Image Compression Gabriele Spadaro Alberto Presta Enzo Tartaglione Jhony H. Giraldo Marco Grangetto Attilio Fiandrotti 32 3 0 03 Oct 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 57 11 0 27 May 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
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 27 26 0 05 Dec 2023
Effortless Cross-Platform Video Codec: A Codebook-Based Method Kuan Tian Yonghang Guan Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang 36 1 0 16 Oct 2023
Spatial-Temporal Transformer based Video Compression Framework Yanbo Gao Wenjia Huang Shuaifeng Li Hui Yuan Mao Ye Siwei Ma 20 1 0 21 Sep 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 21 7 0 20 Sep 2023
Frequency Disentangled Features in Neural Image Compression Ali Zafari Atefeh Khoshkhahtinat P. Mehta Mohammad Saeed Ebrahimi Saadabadi Mohammad Akyash Nasser M. Nasrabadi 50 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 47 33 0 28 Jul 2023
AICT: An Adaptive Image Compression Transformer Ahmed Ghorbel W. Hamidouche L. Morin ViT 34 5 0 12 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 38 0 0 05 Jul 2023
End-to-End Learnable Multi-Scale Feature Compression for VCM Yeong-Gwan Kim Hyewon Jeong Janghyun Yu Younhee Kim Jooyoung Lee S. Jeong Hui-Yong Kim 18 13 0 29 Jun 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 20 3 0 09 Jun 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 14 225 0 27 Mar 2023
EVC: Towards Real-Time Neural Image Compression with Mask Decay G. Wang Jiahao Li Bin Li Yan Lu 24 66 0 10 Feb 2023
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 30 79 0 14 Nov 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
Lossy Image Compression with Quantized Hierarchical VAEs Zhihao Duan Ming Lu Zhan Ma F. Zhu 46 43 0 27 Aug 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 63 83 0 30 Jan 2022