Papers citing 'Generative Adversarial Networks for Extreme Learned Image Compression'

Title
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 257 0 0 24 Jan 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 164 14 0 22 Jan 2024
TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation Wei Jiang Yongqi Zhai Hangyu Li Ronggang Wang 147 0 0 16 Jan 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications Nazmul Islam Seokjoo Shin AI4CE 170 9 0 08 Jan 2024
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision Qi Mao Chongyu Wang Meng Wang Shiqi Wang Ruijie Chen Libiao Jin Siwei Ma 91 18 0 25 Dec 2023
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs Junli Fang João F. C. Mota Baoshan Lu Weicheng Zhang Xuemin Hong 113 1 0 22 Dec 2023
Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence of Training Data Tashi Namgyal Alexander Hepburn Raúl Santos-Rodríguez Valero Laparra Jesús Malo 121 1 0 06 Dec 2023
Corner-to-Center Long-range Context Model for Efficient Learned Image Compression Yang Sui Ding Ding Xiang Pan Xiaozhong Xu Shan Liu Bo Yuan Zhenzhong Chen 67 6 0 29 Nov 2023
Perceptual Image Compression with Cooperative Cross-Modal Side Information Shiyu Qin Bin Chen Yujun Huang Baoyi An Tao Dai Shu-Tao Xia 130 3 0 23 Nov 2023
On the Computation of the Gaussian Rate-Distortion-Perception Function Giuseppe Serra Photios A. Stavrou Marios Kountouris 79 13 0 15 Nov 2023
Neural-based Compression Scheme for Solar Image Data Ali Zafari Atefeh Khoshkhahtinat Jeremy A. Grajeda P. Mehta Nasser M. Nasrabadi L. Boucheron Barbara J. Thompson M. Kirk D. D. da Silva 71 0 0 06 Nov 2023
Image Compression using only Attention based Neural Networks Natacha Luka Romain Negrel David Picard 88 0 0 17 Oct 2023
Towards image compression with perfect realism at ultra-low bitrates Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 136 67 0 16 Oct 2023
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation Lijun Yu José Lezama N. B. Gundavarapu Luca Versari Kihyuk Sohn ... Boqing Gong Ming-Hsuan Yang Irfan Essa David A. Ross Lu Jiang 229 434 0 09 Oct 2023
Wasserstein Distortion: Unifying Fidelity and Realism Yang Qiu Aaron B. Wagner Johannes Ballé Lucas Theis 134 6 0 05 Oct 2023
Finite Scalar Quantization: VQ-VAE Made Simple Fabian Mentzer David C. Minnen E. Agustsson Michael Tschannen 187 272 0 27 Sep 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 88 7 0 20 Sep 2023
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability Jongmin Park Jooyoung Lee Munchurl Kim 122 5 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 169 8 0 06 Sep 2023
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionar Mengyao Li Liquan Shen Peng Ye Guorui Feng Zheyin Wang 118 5 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 112 6 0 16 Aug 2023
ECSIC: Epipolar Cross Attention for Stereo Image Compression Matthias Wödlinger J. Kotera M. Keglevic Jan Xu Robert Sablatnig 140 12 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 104 16 0 17 Jul 2023
Predictive Coding For Animation-Based Video Compression Goluck Konuko Stéphane Lathuilière G. Valenzise VGen 69 15 0 09 Jul 2023
Text + Sketch: Image Compression at Ultra Low Rates Eric Lei Yiugit Berkay Uslu Hamed Hassani Shirin Saeedi Bidokhti DiffM 116 56 0 04 Jul 2023
GAN-based Image Compression with Improved RDO Process Fanxin Xia Jian Jin Lili Meng Feng Ding Huaxiang Zhang 77 4 0 18 Jun 2023
Exploring Resolution Fields for Scalable Image Compression with Uncertainty Guidance Dongyi Zhang Feng Li Man Liu Runmin Cong Yuxi Liu Ming Wang Yao-Min Zhao 107 8 0 15 Jun 2023
Compression with Bayesian Implicit Neural Representations Zongyu Guo Gergely Flamich Jiajun He Zhibo Chen José Miguel Hernández-Lobato 206 28 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 131 15 0 30 May 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 173 51 0 26 May 2023
Deep Image Compression Using Scene Text Quality Assessment Shohei Uchigasaki Tomo Miyazaki S. Omachi 80 10 0 19 May 2023
HFLIC: Human Friendly Perceptual Learned Image Compression with Reinforced Transform Peirong Ning Wei Jiang Ronggang Wang 92 1 0 12 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 268 18 0 04 May 2023
ProgDTD: Progressive Learned Image Compression with Double-Tail-Drop Training A. Hojjat Janek Haberer Olaf Landsiedel 146 9 0 03 May 2023
Multi-Modality Deep Network for Extreme Learned Image Compression Xuhao Jiang Weimin Tan Tian Tan Bo Yan Liquan Shen 62 19 0 26 Apr 2023
M2T: Masking Transformers Twice for Faster Decoding Fabian Mentzer E. Agustsson Michael Tschannen 99 19 0 14 Apr 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Zhiheng Liu Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 164 12 0 03 Apr 2023
LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression Xi Zhang Xiaolin Wu MQ 112 28 0 25 Mar 2023
Wireless End-to-End Image Transmission System using Semantic Communications Maheshi Lokumarambage V. Gowrisetty Hossein Rezaei Thushan Sivalingam Nandana Rajatheva Anil Fernando 119 87 0 27 Feb 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion Xi Zhang Xiaolin Wu 104 4 0 13 Feb 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Edouard Grave Jakob Verbeek 171 63 0 26 Jan 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 148 27 0 23 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 153 29 0 13 Jan 2023
Multi-Realism Image Compression with a Conditional Generator E. Agustsson David C. Minnen G. Toderici Fabian Mentzer 124 82 0 28 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 299 21 0 16 Dec 2022
Image Compression with Product Quantized Masked Image Modeling Alaaeldin El-Nouby Matthew Muckley Karen Ullrich Ivan Laptev Jakob Verbeek Edouard Grave MQ 123 34 0 14 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 100 9 0 07 Dec 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis Shichong Peng Alireza Moazeni Ke Li DiffM 144 2 0 25 Nov 2022
Generative Joint Source-Channel Coding for Semantic Image Transmission Ece Naz Erdemir Tze-Yang Tung Pier Luigi Dragotti Deniz Gunduz GAN 134 111 0 24 Nov 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 108 25 0 14 Nov 2022