Lossy Image Compression with Compressive Autoencoders

1 March 2017

Papers citing "Lossy Image Compression with Compressive Autoencoders"

50 / 174 papers shown

Title
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction Zhihao Hu Guo Lu Jinyang Guo Shan Liu Wei Jiang Dong Xu 25 93 0 15 Jun 2022
Triangular Dropout: Variable Network Width without Retraining Edward W. Staley Jared Markowitz 33 2 0 02 May 2022
SoFaiR: Single Shot Fair Representation Learning Xavier Gitiaux Huzefa Rangwala 34 4 0 26 Apr 2022
Estimating the Resize Parameter in End-to-end Learned Image Compression Li-Heng Chen C. Bampis Zhi Li Lukávs Krasula A. Bovik 24 4 0 26 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 38 14 0 30 Mar 2022
A Wasserstein GAN for Joint Learning of Inpainting and Spatial Optimisation Pascal Peter GAN 13 3 0 11 Feb 2022
Reducing Redundancy in the Bottleneck Representation of the Autoencoders Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 35 10 0 09 Feb 2022
Recognition-Aware Learned Image Compression Maxime Kawawa-Beaudan Ryan Roggenkemper A. Zakhor 31 5 0 01 Feb 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 63 83 0 30 Jan 2022
Scale-arbitrary Invertible Image Downscaling Jinbo Xing Wenbo Hu T. Wong 36 12 0 29 Jan 2022
Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder A. Mali Alexander Ororbia Daniel Kifer C. Lee Giles 30 9 0 27 Jan 2022
An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems A. Mali Alexander Ororbia Daniel Kifer L. Giles 19 4 0 27 Jan 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 39 36 0 23 Jan 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
UDC: Unified DNAS for Compressible TinyML Models Igor Fedorov Ramon Matas Hokchhay Tann Chu Zhou Matthew Mattina P. Whatmough AI4CE 23 13 0 15 Jan 2022
Linear Variational State-Space Filtering Daniel Pfrommer Nikolai Matni 30 1 0 04 Jan 2022
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression Yi Ma Yongqi Zhai Ronggang Wang 39 11 0 04 Jan 2022
Optimal Representations for Covariate Shift Yangjun Ruan Yann Dubois Chris J. Maddison OOD 28 68 0 31 Dec 2021
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 33 338 0 30 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 49 57 0 21 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 35 6 0 19 Dec 2021
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 31 51 0 17 Dec 2021
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition Network Hochang Rhee Y. Jang Seyun Kim N. Cho 32 29 0 13 Dec 2021
DPICT: Deep Progressive Image Compression Using Trit-Planes Jae-Han Lee S. Jeon K. Choi Youngo Park Chang-Su Kim 29 29 0 12 Dec 2021
Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim Byeongho Heo Jong-Seok Lee 39 82 0 08 Dec 2021
Towards Empirical Sandwich Bounds on the Rate-Distortion Function Yibo Yang Stephan Mandt 30 24 0 23 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 25 9 0 05 Nov 2021
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors Xin Liang Kai Zhao Sheng Di Sihuan Li Robert Underwood ... Junjing Deng Jon C. Calhoun Dingwen Tao Zizhong Chen Franck Cappello 19 96 0 04 Nov 2021
Out-of-Distribution Robustness in Deep Learning Compression Eric Lei Hamed Hassani Shirin Saeedi Bidokhti OOD OODD 11 5 0 13 Oct 2021
Lossy compression of statistical data using quantum annealer B. Yoon N. T. Nguyen Chia-Cheng Chang E. Rrapaj 19 8 0 05 Oct 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 50 275 0 30 Sep 2021
IICNet: A Generic Framework for Reversible Image Conversion Ka Leong Cheng Yueqi Xie Qifeng Chen 48 24 0 09 Sep 2021
Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model Dipti Mishra S. Singh R. Singh MedIm 21 8 0 24 Aug 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 19 58 0 21 Aug 2021
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 52 189 0 08 Aug 2021
Insights from Generative Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt VGen 35 16 0 28 Jul 2021
Semi-supervised 3D Hand-Object Pose Estimation via Pose Dictionary Learning Zida Cheng Siheng Chen Ya Zhang 3DH 27 5 0 16 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
Rate Distortion Characteristic Modeling for Neural Image Compression Chuanmin Jia Ziqing Ge Shanshe Wang Siwei Ma Wen Gao 24 13 0 24 Jun 2021
Fair Representations by Compression Xavier Gitiaux Huzefa Rangwala FaML 30 14 0 28 May 2021
Self-Organized Variational Autoencoders (Self-VAE) for Learned Image Compression M. Yilmaz Onur Keleş Hilal Güven A. Murat Tekalp Junaid Malik S. Kiranyaz DRL 27 15 0 25 May 2021
Exploring Autoencoder-based Error-bounded Compression for Scientific Data Jinyang Liu Sheng Di Kai Zhao Sian Jin Dingwen Tao Xin Liang Zizhong Chen Franck Cappello 22 49 0 25 May 2021
Deep Learning-based Implicit CSI Feedback in Massive MIMO Muhan Chen Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li Ang Yang 37 62 0 21 May 2021
Spatiotemporal Entropy Model is All You Need for Learned Video Compression Zhenhong Sun Zhiyu Tan Xiuyu Sun Fangyi Zhang Dongyang Li Yichen Qian Hao Li 27 10 0 13 Apr 2021
Deep learning-based Edge-aware pre and post-processing methods for JPEG compressed images Dipti Mishra S. Singh R. Singh 26 1 0 11 Apr 2021
Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning Csaba Kertész VLM SSL 28 45 0 30 Mar 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 31 65 0 29 Mar 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 35 278 0 29 Mar 2021
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation Julian Mack Rossella Arcucci Miguel Molina-Solana Yi-Ke Guo 3DPC 50 34 0 06 Jan 2021
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 112 46 0 19 Oct 2020