High-Fidelity Generative Image Compression

17 June 2020

Papers citing "High-Fidelity Generative Image Compression"

24 / 224 papers shown

Title
Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform Myung-Sin Song Jinyoung Choi Bohyung Han 19 90 0 21 Aug 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 24 156 0 19 Aug 2021
A Streamwise GAN Vocoder for Wideband Speech Coding at Very Low Bit Rate Ahmed Mustafa Jan Büthe Srikanth Korse Kishan Gupta Guillaume Fuchs N. Pia 13 18 0 09 Aug 2021
Subjective evaluation of traditional and learning-based image coding methods Zhigao Fang Jiaqi Zhang Lu Yu Yin Zhao 28 0 0 28 Jul 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 36 0 26 Jul 2021
Quality and Complexity Assessment of Learning-Based Image Compression Solutions Joao Dick B. Abreu M. Grellert S. Bampi 11 1 0 19 Jul 2021
Pragmatic Image Compression for Human-in-the-Loop Decision-Making S. Reddy Anca Dragan Sergey Levine OffRL 44 13 0 07 Jul 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 43 722 0 07 Jul 2021
Lossy Compression for Lossless Prediction Yann Dubois Benjamin Bloem-Reddy Karen Ullrich Chris J. Maddison 22 59 0 21 Jun 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 13 66 0 18 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 15 35 0 05 Jun 2021
$Learning Scalable $\ell_\infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression$ Learning Scalable $\ell_\infty$ -constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression Yuanchao Bai Xianming Liu W. Zuo Yaowei Wang Xiangyang Ji MQ 16 26 0 31 Mar 2021
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis Nikhil Singh Jeff Mentch Jerry Ng Matthew Beveridge Iddo Drori 14 46 0 26 Mar 2021
Thousand to One: Semantic Prior Modeling for Conceptual Coding Jianhui Chang Zhenghui Zhao Lingbo Yang Chuanmin Jia Jian Zhang Siwei Ma 19 21 0 12 Mar 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 64 2,819 0 17 Dec 2020
Learned Block-based Hybrid Image Compression Yaojun Wu Xin Li Zhizheng Zhang Xin Jin Zhibo Chen 12 56 0 17 Dec 2020
How to Exploit the Transferability of Learned Image Compression to Conventional Codecs Jan P. Klopp Keng-Chi Liu Liang-Gee Chen Shao-Yi Chien 9 15 0 03 Dec 2020
Applying Convolutional Neural Networks to Data on Unstructured Meshes with Space-Filling Curves Claire E. Heaney Yuling Li Omar K. Matar Christopher C. Pain AI4CE 19 15 0 24 Nov 2020
End-to-end optimized image compression for machines, a study Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 8 64 0 10 Nov 2020
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 17 420 0 05 Nov 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 14 403 0 17 Jul 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 30 157 0 10 Feb 2020
Progressive Compressed Records: Taking a Byte out of Deep Learning Data Michael Kuchnik George Amvrosiadis Virginia Smith 11 9 0 01 Nov 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018