Video Compression With Rate-Distortion Autoencoders

14 August 2019

Papers citing "Video Compression With Rate-Distortion Autoencoders"

43 / 43 papers shown

Title
Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization Eyal Fishel M. Malka Shai Ginzach Nir Shlezinger 49 0 0 07 Jan 2025
Bi-Directional Deep Contextual Video Compression Xihua Sheng L. Li Dong Liu Shiqi Wang 61 3 0 16 Aug 2024
NVC-1B: A Large Neural Video Coding Model Xihua Sheng Chuanbo Tang Li Li Dong Liu Feng Wu 3DV VLM 54 3 0 28 Jul 2024
Neural-based Video Compression on Solar Dynamics Observatory Images Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 53 0 0 12 Jul 2024
Prediction and Reference Quality Adaptation for Learned Video Compression Xihua Sheng Li Li Dong Liu Houqiang Li 44 1 0 20 Jun 2024
Robustly overfitting latents for flexible neural image compression Yura Perugachi-Diaz Arwin Gansekoele Sandjai Bhulai 46 1 0 31 Jan 2024
MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device T. V. Rozendaal Tushar Singhal Hoang Le Guillaume Sautière Amir Said ... Hitarth Mehta Frank Mayer Liang Zhang Markus Nagel Auke Wiggers 54 11 0 02 Oct 2023
Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images Martin Hermann Paul Fuchs Akshara Preethy Byju Alisa Walda Behnood Rasti Begüm Demir DiffM 29 2 0 15 May 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting Gen Li Jie Ji Minghai Qin Wei Niu Bin Ren Fatemeh Afghah Lin Guo Xiaolong Ma SupR 95 11 0 15 Mar 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 34 25 0 23 Jan 2023
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 21 27 0 13 Nov 2022
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression Oussama Jourairi M. Balcilar Anne Lambert Franccois Schnitzler 15 4 0 10 Oct 2022
AlphaVC: High-Performance and Efficient Learned Video Compression Yibo Shi Yunying Ge Jing Wang Jue Mao 26 43 0 29 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 32 435 0 19 Jul 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression Jiahao Li Bin Li Yan Lu 33 153 0 13 Jul 2022
Learned Video Compression via Heterogeneous Deformable Compensation Network Huairui Wang Zhenzhong Chen Changan Chen 48 9 0 11 Jul 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 31 12 0 18 Mar 2022
Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression Zongyu Guo Runsen Feng Zhizheng Zhang Xin Jin Zhibo Chen 24 15 0 26 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 51 57 0 21 Dec 2021
Learning-Based Video Coding with Joint Deep Compression and Enhancement Tiesong Zhao Weize Feng Hongji Zeng Yuzhen Niu Jiaying Liu 31 18 0 29 Nov 2021
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission Tze-Yang Tung Deniz Gündüz 30 120 0 25 Nov 2021
Versatile Learned Video Compression Runsen Feng Zongyu Guo Zhizheng Zhang Zhibo Chen 24 16 0 05 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 30 9 0 05 Nov 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 50 275 0 30 Sep 2021
Insights from Generative Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt VGen 35 16 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 24 38 0 26 Jul 2021
Multi-modality Deep Restoration of Extremely Compressed Face Videos Xi Zhang Xiaolin Wu CVBM 24 13 0 05 Jul 2021
ELF-VC: Efficient Learned Flexible-Rate Video Coding Oren Rippel Alexander G. Anderson Kedar Tatwawadi Sanjay Nair Craig Lytle Lubomir D. Bourdev 41 115 0 29 Apr 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
Efficient Video Compression via Content-Adaptive Super-Resolution Mehrdad Khani Shirkoohi Vibhaalakshmi Sivaraman Mohammad Alizadeh SupR 34 49 0 06 Apr 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 46 48 0 30 Mar 2021
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 112 46 0 19 Oct 2020
Self-Supervised Variational Auto-Encoders Ioannis Gatopoulos Jakub M. Tomczak 37 13 0 05 Oct 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 12 9 0 29 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 39 124 0 13 Sep 2020
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering Di Ma Fan Zhang David R. Bull 24 65 0 14 Jul 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 18 138 0 24 Jun 2020
Lossy Compression with Distortion Constrained Optimization T. V. Rozendaal Guillaume Sautière Taco S. Cohen 31 13 0 08 May 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 43 13 0 20 Apr 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 41 48 0 09 Apr 2020
BVI-DVC: A Training Database for Deep Video Compression Di Ma Fan Zhang David R. Bull 15 150 0 30 Mar 2020
Predictive Sampling with Forecasting Autoregressive Models Auke Wiggers Emiel Hoogeboom BDL 33 16 0 23 Feb 2020
Deep Generative Video Compression Jun Han Salvator Lombardo Christopher Schroers Stephan Mandt VGen 32 58 0 05 Oct 2018