Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement

4 March 2020

Ren Yang

Fabian Mentzer

Luc Van Gool

Radu Timofte

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Papers citing "Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement"

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Title
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance Jialong Guo Ke Liu Jiangchao Yao Zhihua Wang Jiajun Bu Haishuai Wang AI4TS 61 1 0 20 Jan 2025
Bi-Directional Deep Contextual Video Compression Xihua Sheng L. Li Dong Liu Shiqi Wang 61 3 0 16 Aug 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 48 0 0 12 Jul 2024
Prediction and Reference Quality Adaptation for Learned Video Compression Xihua Sheng Li Li Dong Liu Houqiang Li 42 1 0 20 Jun 2024
Promptus: Can Prompts Streaming Replace Video Streaming with Stable Diffusion Jiangkai Wu Liming Liu Yunpeng Tan Junlin Hao Zongming Guo 43 2 0 30 May 2024
LVC-LGMC: Joint Local and Global Motion Compensation for Learned Video Compression Wei Jiang Junru Li Kai Zhang Li Zhang 35 4 0 01 Feb 2024
Effortless Cross-Platform Video Codec: A Codebook-Based Method Kuan Tian Yonghang Guan Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang 36 1 0 16 Oct 2023
IBVC: Interpolation-driven B-frame Video Compression Chenming Xu Meiqin Liu Chao Yao Weisi Lin Yao Zhao 57 8 0 25 Sep 2023
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression Jinglei Shi Yihong Xu C. Guillemot 32 6 0 12 Jul 2023
Learning-based Spatial and Angular Information Separation for Light Field Compression Jinglei Shi Yihong Xu C. Guillemot 28 0 0 13 Apr 2023
Butterfly: Multiple Reference Frames Feature Propagation Mechanism for Neural Video Compression Feng-Ming Wang Haihang Ruan Fei Xiong Jiayu Yang Litian Li Ronggang Wang 19 4 0 06 Mar 2023
Interactive Face Video Coding: A Generative Compression Framework Bo Chen Zhao Wang Binzhe Li Shurun Wang Shiqi Wang Yan Ye VGen 21 16 0 20 Feb 2023
Learned Hierarchical B-frame Coding with Adaptive Feature Modulation for YUV 4:2:0 Content Muji Chen Hongfu Xie Cheng Chien Wen-Hsiao Peng Hsueh-Ming Hang 16 2 0 29 Dec 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 21 27 0 13 Nov 2022
TINC: Tree-structured Implicit Neural Compression Runzhao Yang Tingxiong Xiao Yuxiao Cheng J. Suo Qionghai Dai 33 11 0 12 Nov 2022
Learned Video Compression for YUV 4:2:0 Content Using Flow-based Conditional Inter-frame Coding Yung-Han Ho C. Lin Peng Chen Muji Chen Chih-Peng Chang Wen-Hsiao Peng Hsueh-Ming Hang 29 6 0 15 Oct 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 53 30 0 23 Aug 2022
Learned Video Compression via Heterogeneous Deformable Compensation Network Huairui Wang Zhenzhong Chen Changan Chen 48 9 0 11 Jul 2022
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit Allocation Eren Cetin M. Yilmaz A. Murat Tekalp 167 14 0 27 Jun 2022
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
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results Ren Yang Radu Timofte Mei Zheng Qunliang Xing Minglang Qiao ... Yulin Huang Junying Chen I. Lee Sunder Ali Khowaja Jiseok Yoon SupR 36 33 0 20 Apr 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
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
End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression M. Yilmaz A. Murat Tekalp 21 50 0 17 Dec 2021
Learning-Based Video Coding with Joint Deep Compression and Enhancement Tiesong Zhao Weize Feng Hongji Zeng Yuzhen Niu Jiaying Liu 28 18 0 29 Nov 2021
Versatile Learned Video Compression Runsen Feng Zongyu Guo Zhizheng Zhang Zhibo Chen 24 16 0 05 Nov 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 50 275 0 30 Sep 2021
Perceptual Learned Video Compression with Recurrent Conditional GAN Ren Yang Radu Timofte Luc Van Gool 22 32 0 07 Sep 2021
Learned Video Compression with Residual Prediction and Loop Filter Chao Liu Heming Sun J. Katto Xiaoyang Zeng Yibo Fan 18 5 0 19 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
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study Ren Yang Radu Timofte 31 19 0 21 Apr 2021
Conditional Coding and Variable Bitrate for Practical Learned Video Coding Théo Ladune Pierrick Philippe W. Hamidouche Lu Zhang Olivier Déforges 27 7 0 19 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
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 112 46 0 19 Oct 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 12 9 0 29 Sep 2020
Optical Flow and Mode Selection for Learning-based Video Coding Théo Ladune Pierrick Philippe W. Hamidouche Lu Zhang Olivier Déforges 21 41 0 06 Aug 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
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