High-Fidelity Generative Image Compression

17 June 2020

Papers citing "High-Fidelity Generative Image Compression"

50 / 224 papers shown

Title
On Quantizing Implicit Neural Representations Cameron Gordon Shin-Fang Chng L. MacDonald Simon Lucey MQ 12 18 0 01 Sep 2022
A Unified Image Preprocessing Framework For Image Compression Moqi Zhang Weihui Deng Xiaocheng Li 14 2 0 15 Aug 2022
Boosting neural video codecs by exploiting hierarchical redundancy Reza Pourreza H. Le A. Said Guillaume Sautière Auke Wiggers 18 13 0 08 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang F. Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
Exploring Long- and Short-Range Temporal Information for Learned Video Compression Huairui Wang Zhenzhong Chen 24 1 0 07 Aug 2022
Content-oriented learned image compression Meng Li Shang Gao Yihui Feng Yibo Shi Jing Wang 28 13 0 28 Jul 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 55 15 0 22 Jul 2022
Evaluating the Stability of Deep Image Quality Assessment With Respect to Image Scaling Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa 8 0 0 20 Jul 2022
Neural Distributed Image Compression with Cross-Attention Feature Alignment N. Mital Ezgi Ozyilkan Ali Garjani Deniz Gunduz 11 22 0 18 Jul 2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices H. Le Liang Zhang A. Said Guillaume Sautière Yang Yang Pranav Shrestha Fei Yin Reza Pourreza Auke Wiggers 20 30 0 18 Jul 2022
Video Coding Using Learned Latent GAN Compression Mustafa Shukor B. Damodaran Xu Yao Pierre Hellier 22 6 0 09 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 27 36 0 05 Jul 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 17 14 0 21 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 28 77 0 17 Jun 2022
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes? Huiyu Li N. Ayache H. Delingette MIACV 9 2 0 07 Jun 2022
MALICE: Manipulation Attacks on Learned Image ComprEssion Kang Liu Di Wu Yi-Ren Wang Dan Feng Benjamin Tan S. Garg AAML 8 1 0 26 May 2022
Wireless Deep Video Semantic Transmission Sixian Wang Jincheng Dai Zijian Liang K. Niu Zhongwei Si Chao Dong Xiaoqi Qin Ping Zhang 3DV DiffM 46 141 0 26 May 2022
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission Jun Wang Sixian Wang Jincheng Dai Zhongwei Si Dekun Zhou K. Niu 14 31 0 26 May 2022
Do Neural Networks Compress Manifolds Optimally? Sourbh Bhadane Aaron B. Wagner Johannes Ballé 20 4 0 17 May 2022
Estimating the Resize Parameter in End-to-end Learned Image Compression Li-Heng Chen C. Bampis Zhi Li Lukávs Krasula A. Bovik 19 4 0 26 Apr 2022
Identity Preserving Loss for Learned Image Compression Jiuhong Xiao Lavisha Aggarwal P. Banerjee Manoj Aggarwal Gérard Medioni CVBM 23 6 0 22 Apr 2022
Neural Face Video Compression using Multiple Views Anna Volokitin Stefan Brugger Ali Benlalah Sebastian Martin Brian Amberg Michael Tschannen CVBM 3DGS 19 14 0 29 Mar 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 26 317 0 21 Mar 2022
The Devil Is in the Details: Window-based Attention for Image Compression Renjie Zou Chunfeng Song Zhaoxiang Zhang ViT 9 213 0 16 Mar 2022
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission Lunan Sun Yang Yang Mingzhe Chen Caili Guo Walid Saad H. Vincent Poor 19 24 0 12 Mar 2022
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression Jisung Park Jeoggyun Kim Yeseong Kim Sungjin Lee O. Mutlu 13 23 0 17 Feb 2022
Memory Replay with Data Compression for Continual Learning Liyuan Wang Xingxing Zhang Kuo Yang L. Yu Chongxuan Li Lanqing Hong Shifeng Zhang Zhenguo Li Yi Zhong Jun Zhu 41 96 0 14 Feb 2022
An Introduction to Neural Data Compression Yibo Yang Stephan Mandt Lucas Theis 22 115 0 14 Feb 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 45 82 0 30 Jan 2022
Distributed Image Transmission using Deep Joint Source-Channel Coding Sixian Wang Ke Yang Jincheng Dai K. Niu 9 13 0 25 Jan 2022
Microdosing: Knowledge Distillation for GAN based Compression Leonhard Helminger Roberto Azevedo Abdelaziz Djelouah Markus Gross Christopher Schroers 17 3 0 07 Jan 2022
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression Yi Ma Yongqi Zhai Ronggang Wang 34 11 0 04 Jan 2022
Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression Zongyu Guo Runsen Feng Zhizheng Zhang Xin Jin Zhibo Chen 19 15 0 26 Dec 2021
A New Image Codec Paradigm for Human and Machine Uses Sien Chen Jian Jin Lili Meng Weisi Lin Zhuo Chen Tsui-Shan Chang Zhen Li Huaxiang Zhang 31 6 0 19 Dec 2021
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning Tong Chen Zhan Ma AAML 17 28 0 16 Dec 2021
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition Network Hochang Rhee Y. Jang Seyun Kim N. Cho 25 29 0 13 Dec 2021
Implicit Neural Representations for Image Compression Yannick Strümpler Janis Postels Ren Yang Luc van Gool F. Tombari 19 158 0 08 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 30 264 0 05 Dec 2021
Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging Yukai Zou Ikbeom Jang 11 0 0 02 Dec 2021
A Novel Framework for Image-to-image Translation and Image Compression Feiyu Yang Yaxing Wang Luis Herranz Yongmei Cheng M. Mozerov VLM 14 8 0 25 Nov 2021
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 26 28 0 17 Nov 2021
Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors Yuhang Lu Evgeniy Upenik Touradj Ebrahimi AAML 28 0 0 14 Nov 2021
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models Daniel Bogdoll Johannes Jestram Jonas Rauch Christin Scheib Moritz Wittig J. Marius Zöllner 23 9 0 05 Nov 2021
Learned Image Compression for Machine Perception Felipe Codevilla Jean-Gabriel Simard Ross Goroshin C. Pal 16 20 0 03 Nov 2021
Learned Image Compression with Separate Hyperprior Decoders Zhao Zan Chao Liu Heming Sun Xiaoyang Zeng Yibo Fan 12 3 0 31 Oct 2021
Transform and Bitstream Domain Image Classification P. Hill D. R. Bull 22 4 0 13 Oct 2021
HLIC: Harmonizing Optimization Metrics in Learned Image Compression by Reinforcement Learning Baochen Sun Meng Gu Dailan He Tongda Xu Yan Wang Hongwei Qin 26 4 0 30 Sep 2021
End-to-End Image Compression with Probabilistic Decoding Haichuan Ma Dong Liu Cunhui Dong Li Li Feng Wu 16 1 0 30 Sep 2021
TACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression Nikolina Kubiak Simon Hadfield 24 3 0 22 Sep 2021
Perceptual Learned Video Compression with Recurrent Conditional GAN Ren Yang Radu Timofte Luc Van Gool 22 31 0 07 Sep 2021