Full Resolution Image Compression with Recurrent Neural Networks

18 August 2016

Papers citing "Full Resolution Image Compression with Recurrent Neural Networks"

50 / 177 papers shown

Title
DPICT: Deep Progressive Image Compression Using Trit-Planes Jae-Han Lee S. Jeon K. Choi Youngo Park Chang-Su Kim 8 29 0 12 Dec 2021
Programming with Neural Surrogates of Programs Alex Renda Yi Ding Michael Carbin 11 2 0 12 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
Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim Byeongho Heo Jong-Seok Lee 23 82 0 08 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
Online Meta Adaptation for Variable-Rate Learned Image Compression Wei Jiang Wei Wang Songnan Li Shan Liu 40 8 0 16 Nov 2021
Learned Image Compression for Machine Perception Felipe Codevilla Jean-Gabriel Simard Ross Goroshin C. Pal 14 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
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 25 272 0 30 Sep 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 11 1 0 30 Sep 2021
Interpolation variable rate image compression Zhenhong Sun Zhiyu Tan Xiuyu Sun Fangyi Zhang Yichen Qian Dongyang Li Hao Li 79 19 0 20 Sep 2021
Perceptual Learned Video Compression with Recurrent Conditional GAN Ren Yang Radu Timofte Luc Van Gool 22 31 0 07 Sep 2021
Image Compression with Recurrent Neural Network and Generalized Divisive Normalization Khawar Islam L. Dang Sujin Lee Hyeon J. Moon 16 30 0 05 Sep 2021
Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform Myung-Sin Song Jinyoung Choi Bohyung Han 11 90 0 21 Aug 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 6 56 0 21 Aug 2021
L3C-Stereo: Lossless Compression for Stereo Images Zihao Huang Zhe Sun Feng Duan A. Cichocki Peiying Ruan C. Li 3DV 13 8 0 21 Aug 2021
AdvDrop: Adversarial Attack to DNNs by Dropping Information Ranjie Duan YueFeng Chen Dantong Niu Yun Yang •. A. K. Qin Yuan He AAML 11 89 0 20 Aug 2021
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 41 189 0 08 Aug 2021
Insights from Generative Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt VGen 27 15 0 28 Jul 2021
Subjective evaluation of traditional and learning-based image coding methods Zhigao Fang Jiaqi Zhang Lu Yu Yin Zhao 23 0 0 28 Jul 2021
Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules H. Fu F. Liang Jianping Lin Bing Li Mohammad Akbari Jie Liang Guohe Zhang Dong Liu Chengjie Tu Jingning Han 13 53 0 14 Jul 2021
Pragmatic Image Compression for Human-in-the-Loop Decision-Making S. Reddy Anca Dragan Sergey Levine OffRL 36 13 0 07 Jul 2021
Rate Distortion Characteristic Modeling for Neural Image Compression Chuanmin Jia Ziqing Ge Shanshe Wang Siwei Ma Wen Gao 17 13 0 24 Jun 2021
Neural Distributed Image Compression using Common Information N. Mital Ezgi Ozyilkan Ali Garjani Deniz Gunduz 26 20 0 22 Jun 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 13 66 0 18 Jun 2021
Principal Bit Analysis: Autoencoding with Schur-Concave Loss Sourbh Bhadane Aaron B. Wagner Jayadev Acharya 6 1 0 05 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
CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network Jinyang Guo Dong Xu Guo Lu 9 9 0 26 May 2021
FVC: A New Framework towards Deep Video Compression in Feature Space Zhihao Hu Guo Lu Dong Xu 23 246 0 20 May 2021
Substitutional Neural Image Compression Xiao Wang Wei Jiang Wei Wang Shan Liu Brian Kulis Peter Chin 17 5 0 16 May 2021
Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System Zhilin Lu Xudong Zhang Hongyi He Jintao Wang Jian Song MQ 24 39 0 01 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 25 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 18 1 0 11 Apr 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 41 47 0 30 Mar 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 15 65 0 29 Mar 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 19 276 0 29 Mar 2021
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 104 46 0 19 Oct 2020
Leveraging Domain Knowledge using Machine Learning for Image Compression in Internet-of-Things Prabuddha Chakraborty Jonathan Cruz S. Bhunia 13 1 0 14 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow Coding Zhihao Hu Zhenghao Chen Dong Xu Guo Lu Wanli Ouyang S. O. O. ScienceTechnology 29 123 0 13 Sep 2020
Channel-Level Variable Quantization Network for Deep Image Compression Zhisheng Zhong Hiroaki Akutsu Kiyoharu Aizawa 11 20 0 15 Jul 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 15 138 0 24 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 25 460 0 17 Jun 2020
AIBench Scenario: Scenario-distilling AI Benchmarking Wanling Gao Fei Tang Jianfeng Zhan Xu Wen Lei Wang Zheng Cao Chuanxin Lan Chunjie Luo Xiaoli Liu Zihan Jiang 21 14 0 06 May 2020
AIBench Training: Balanced Industry-Standard AI Training Benchmarking Fei Tang Wanling Gao Jianfeng Zhan Chuanxin Lan Xu Wen ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 20 3 0 30 Apr 2020
Image compression optimized for 3D reconstruction by utilizing deep neural networks Alexander M. Golts Y. Schechner 3DV 14 12 0 27 Mar 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 9 42 0 18 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 22 186 0 10 Jan 2020
Learned Variable-Rate Image Compression with Residual Divisive Normalization Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 8 25 0 11 Dec 2019