High-Fidelity Generative Image Compression

17 June 2020

Papers citing "High-Fidelity Generative Image Compression"

50 / 224 papers shown

Title
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability Jongmin Park Jooyoung Lee Munchurl Kim 17 3 0 11 Sep 2023
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 18 4 0 06 Sep 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
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionar Mengyao Li Liquan Shen Peng Ye Guorui Feng Zheyin Wang 8 4 0 17 Aug 2023
Conditional Perceptual Quality Preserving Image Compression Tongda Xu Qian Zhang Yanghao Li Dailan He Zhe Wang Yuanyuan Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 32 5 0 16 Aug 2023
ECSIC: Epipolar Cross Attention for Stereo Image Compression Matthias Wödlinger J. Kotera M. Keglevic Jan Xu Robert Sablatnig 22 10 0 18 Jul 2023
Extreme Image Compression using Fine-tuned VQGANs Qi Mao Tinghan Yang Yinuo Zhang Zijian Wang Meng Wang Shiqi Wang Siwei Ma 23 10 0 17 Jul 2023
ConvNeXt-ChARM: ConvNeXt-based Transform for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin ViT 9 1 0 12 Jul 2023
AICT: An Adaptive Image Compression Transformer Ahmed Ghorbel W. Hamidouche L. Morin ViT 26 5 0 12 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 23 0 0 05 Jul 2023
Text + Sketch: Image Compression at Ultra Low Rates E. Lei Yiugit Berkay Uslu Hamed Hassani Shirin Saeedi Bidokhti DiffM 23 38 0 04 Jul 2023
Beyond Learned Metadata-based Raw Image Reconstruction Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen 36 4 0 21 Jun 2023
GAN-based Image Compression with Improved RDO Process Fanxin Xia Jian Jin Lili Meng Feng Ding Huaxiang Zhang 17 3 0 18 Jun 2023
Exploring Resolution Fields for Scalable Image Compression with Uncertainty Guidance Dongyi Zhang Feng Li Man Liu Runmin Cong H. Bai M. Wang Yao-Min Zhao 23 7 0 15 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 11 3 0 09 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 24 22 0 31 May 2023
Compression with Bayesian Implicit Neural Representations Zongyu Guo Gergely Flamich Jiajun He Zhibo Chen José Miguel Hernández-Lobato 29 25 0 30 May 2023
On the Choice of Perception Loss Function for Learned Video Compression Sadaf Salehkalaibar Buu Phan Jun Chen Wei Yu Ashish Khisti 19 11 0 30 May 2023
Random-Access Neural Compression of Material Textures Karthik Vaidyanathan Marco Salvi Bartlomiej Wronski T. Akenine-Moller P. Ebelin Aaron E. Lefohn 27 22 0 26 May 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 21 37 0 26 May 2023
Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images Martin Hermann Paul Fuchs Akshara Preethy Byju Alisa Walda Behnood Rasti Begum Demir DiffM 24 2 0 15 May 2023
ROI-based Deep Image Compression with Swin Transformers Binglin Li Jietao Liang H. Fu Jingning Han ViT 17 11 0 12 May 2023
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced Transform Peirong Ning Wei Jiang Ronggang Wang 16 1 0 12 May 2023
Multi-Modality Deep Network for JPEG Artifacts Reduction Xuhao Jiang Weimin Tan Qing Lin Chenxi Ma Bo Yan Liquan Shen 38 2 0 04 May 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts Ruoyu Feng Jinming Liu Xin Jin Xiaohan Pan Heming Sun Zhibo Chen VLM 58 11 0 04 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
Multi-Modality Deep Network for Extreme Learned Image Compression Xuhao Jiang Weimin Tan Tian Tan Bo Yan Liquan Shen 11 17 0 26 Apr 2023
M2T: Masking Transformers Twice for Faster Decoding Fabian Mentzer E. Agustsson Michael Tschannen 18 17 0 14 Apr 2023
Machine Perception-Driven Image Compression: A Layered Generative Approach Yuefeng Zhang Chuanmin Jia Jian Chang Siwei Ma 17 5 0 14 Apr 2023
Assessment Framework for Deepfake Detection in Real-world Situations Yuhang Lu Touradj Ebrahimi CVBM 19 17 0 12 Apr 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Chenyang Qi Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 24 9 0 03 Apr 2023
Volumetric Attribute Compression for 3D Point Clouds using Feedforward Network with Geometric Attention Tam Thuc Do P. Chou Gene Cheung 3DPC 13 4 0 01 Apr 2023
Raw Image Reconstruction with Learned Compact Metadata Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen 32 18 0 25 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 36 598 0 31 Jan 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Hervé Jégou Jakob Verbeek 19 45 0 26 Jan 2023
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense Shuyang Cheng Guanhong Tao Yingqi Liu Shengwei An Xiangzhe Xu ... Guangyu Shen Kaiyuan Zhang Qiuling Xu Shiqing Ma Xiangyu Zhang AAML 11 14 0 16 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 30 21 0 13 Jan 2023
A Specific Task-oriented Semantic Image Communication System for substation patrol inspection Senran Fan Haotai Liang Chen Dong Xiaodong Xu Geng Liu 14 5 0 09 Jan 2023
Multi-Realism Image Compression with a Conditional Generator E. Agustsson David C. Minnen G. Toderici Fabian Mentzer 17 68 0 28 Dec 2022
Image Compression with Product Quantized Masked Image Modeling Alaaeldin El-Nouby Matthew Muckley Karen Ullrich Ivan Laptev Jakob Verbeek Hervé Jégou MQ 19 31 0 14 Dec 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 20 22 0 14 Nov 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding Jincheng Dai Sixian Wang Ke Yang Kailin Tan Xiaoqi Qin Zhongwei Si K. Niu Ping Zhang 23 19 0 08 Nov 2022
Universal Deep Image Compression via Content-Adaptive Optimization with Adapters Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa 19 17 0 02 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
Compressed Vision for Efficient Video Understanding Olivia Wiles João Carreira Iain Barr Andrew Zisserman Mateusz Malinowski 14 7 0 06 Oct 2022
Spatial Moment Pooling Improves Neural Image Assessment Tongda Xu Yifan Shao Yan Wang Hongwei Qin 24 0 0 29 Sep 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 44 24 0 19 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 125 0 14 Sep 2022
High-Fidelity Variable-Rate Image Compression via Invertible Activation Transformation Shi-zhong Cai Zhijun Zhang Liqun Chen Luxin Yan Sheng Zhong Xu Zou DRL 25 14 0 12 Sep 2022
Learning sparse auto-encoders for green AI image coding Cyprien Gille F. Guyard Marc Antonini Michel Barlaud 16 3 0 09 Sep 2022