Generative Compression

4 March 2017

David Budden

Papers citing "Generative Compression"

31 / 31 papers shown

Title
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 27 0 0 28 Oct 2024
Conditional Hallucinations for Image Compression Till Aczél Roger Wattenhofer 34 0 0 25 Oct 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
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
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
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 16 16 0 07 Sep 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
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
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 26 2 0 17 Jan 2022
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 33 6 0 19 Dec 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 25 9 0 05 Nov 2021
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 41 189 0 08 Aug 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 16 37 0 26 Jul 2021
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 54 461 0 17 Jun 2020
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression Shiyu Duan Huaijin Chen Liang Feng 26 5 0 24 May 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 32 20 0 18 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 19 42 0 18 Jan 2020
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder M. Salman Asif GAN 27 11 0 25 Feb 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 26 15 0 12 Feb 2019
Toward Joint Image Generation and Compression using Generative Adversarial Networks Byeongkeun Kang Subarna Tripathi Truong Thao Nguyen GAN 30 6 0 23 Jan 2019
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 13 38 0 19 Nov 2018
Deep Generative Video Compression Jun Han Salvator Lombardo Christopher Schroers Stephan Mandt VGen 32 58 0 05 Oct 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
BlockCNN: A Deep Network for Artifact Removal and Image Compression Danial Maleki Soheila Nadalian Mohammad Mahdi Derakhshani M. Sadeghi 19 28 0 28 May 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 14 130 0 28 May 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 551 0 09 Apr 2018
Learned Neural Iterative Decoding for Lossy Image Compression Systems Alexander Ororbia A. Mali Jian Wu Scott O'Connell David J. Miller C. Lee Giles 19 27 0 15 Mar 2018
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 50 794 0 16 Nov 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 198 5,176 0 16 Sep 2016
Discriminative Regularization for Generative Models Alex Lamb Vincent Dumoulin Aaron Courville DRL 40 65 0 09 Feb 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 251 2,550 0 25 Jan 2016