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Learned Video Compression via Joint Spatial-Temporal Correlation
  Exploration

Learned Video Compression via Joint Spatial-Temporal Correlation Exploration

AAAI Conference on Artificial Intelligence (AAAI), 2019
13 December 2019
Haojie Liu
Han shen
Lichao Huang
Ming Lu
Tong Chen
Zhan Ma
ArXiv (abs)PDFHTML

Papers citing "Learned Video Compression via Joint Spatial-Temporal Correlation Exploration"

36 / 36 papers shown
BiECVC: Gated Diversification of Bidirectional Contexts for Learned Video Compression
BiECVC: Gated Diversification of Bidirectional Contexts for Learned Video Compression
Wei Jiang
Junru Li
Kai Zhang
Guang Dai
402
1
0
14 May 2025
Motion Free B-frame Coding for Neural Video Compression
Motion Free B-frame Coding for Neural Video Compression
Van Thang Nguyen
311
0
0
26 Nov 2024
High-Efficiency Neural Video Compression via Hierarchical Predictive
  Learning
High-Efficiency Neural Video Compression via Hierarchical Predictive Learning
Ming Lu
Zhihao Duan
Wuyang Cong
Dandan Ding
Fengqing Zhu
Zhan Ma
BDL
225
3
0
03 Oct 2024
Bi-Directional Deep Contextual Video Compression
Bi-Directional Deep Contextual Video CompressionIEEE transactions on multimedia (IEEE TMM), 2024
Xihua Sheng
L. Li
Dong Liu
Shiqi Wang
432
13
0
16 Aug 2024
NVC-1B: A Large Neural Video Coding Model
NVC-1B: A Large Neural Video Coding Model
Xihua Sheng
Chuanbo Tang
Li Li
Dong Liu
Feng Wu
3DVVLM
195
5
0
28 Jul 2024
MNeRV: A Multilayer Neural Representation for Videos
MNeRV: A Multilayer Neural Representation for Videos
Qingling Chang
Haohui Yu
Shuxuan Fu
Zhiqiang Zeng
Chuangquan Chen
177
1
0
10 Jul 2024
Prediction and Reference Quality Adaptation for Learned Video Compression
Prediction and Reference Quality Adaptation for Learned Video Compression
Xihua Sheng
Li Li
Dong Liu
Houqiang Li
261
9
0
20 Jun 2024
Spatial Decomposition and Temporal Fusion based Inter Prediction for
  Learned Video Compression
Spatial Decomposition and Temporal Fusion based Inter Prediction for Learned Video Compression
Xihua Sheng
Li Li
Dong Liu
Houqiang Li
310
32
0
29 Jan 2024
Advancing Learned Video Compression with In-loop Frame Prediction
Advancing Learned Video Compression with In-loop Frame Prediction
Ren Yang
Radu Timofte
Luc Van Gool
340
37
0
13 Nov 2022
Exploring Long- and Short-Range Temporal Information for Learned Video
  Compression
Exploring Long- and Short-Range Temporal Information for Learned Video CompressionIEEE Transactions on Image Processing (IEEE TIP), 2022
Huairui Wang
Zhenzhong Chen
244
7
0
07 Aug 2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices
MobileCodec: Neural Inter-frame Video Compression on Mobile DevicesACM SIGMM Conference on Multimedia Systems (MMSys), 2022
H. Le
Liang Zhang
A. Said
Guillaume Sautière
Yang Yang
Pranav Shrestha
Fei Yin
Reza Pourreza
Auke Wiggers
146
35
0
18 Jul 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression
Hybrid Spatial-Temporal Entropy Modelling for Neural Video CompressionACM Multimedia (ACM MM), 2022
Jiahao Li
Bin Li
Yan Lu
237
214
0
13 Jul 2022
Learned Video Compression via Heterogeneous Deformable Compensation
  Network
Learned Video Compression via Heterogeneous Deformable Compensation NetworkIEEE transactions on multimedia (IEEE TMM), 2022
Huairui Wang
Zhenzhong Chen
Changan Chen
256
15
0
11 Jul 2022
AccMPEG: Optimizing Video Encoding for Video Analytics
AccMPEG: Optimizing Video Encoding for Video Analytics
Kuntai Du
Qizheng Zhang
Anton Arapin
Haodong Wang
Zhengxu Xia
Junchen Jiang
178
22
0
26 Apr 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured
  Bitstream for AI Tasks
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks
Xin Jin
Ruoyu Feng
Simeng Sun
Runsen Feng
Tianyu He
Zhibo Chen
275
10
0
25 Jan 2022
Implicit Neural Video Compression
Implicit Neural Video Compression
Yunfan Zhang
T. V. Rozendaal
Johann Brehmer
Markus Nagel
Taco S. Cohen
217
67
0
21 Dec 2021
Neural Weight Step Video Compression
Neural Weight Step Video Compression
Mikolaj Czerkawski
Javier Cardona
Robert C. Atkinson
W. Michie
I. Andonovic
C. Clemente
Christos Tachtatzis
77
1
0
02 Dec 2021
Temporal Context Mining for Learned Video Compression
Temporal Context Mining for Learned Video CompressionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Xihua Sheng
Jiahao Li
Bin Li
Li Li
Dong Liu
Yan Lu
251
199
0
27 Nov 2021
Instance-Adaptive Video Compression: Improving Neural Codecs by Training
  on the Test Set
Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set
T. V. Rozendaal
Johann Brehmer
Yunfan Zhang
Reza Pourreza
Auke Wiggers
Taco S. Cohen
259
26
0
19 Nov 2021
Perceptual Learned Video Compression with Recurrent Conditional GAN
Perceptual Learned Video Compression with Recurrent Conditional GANInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Ren Yang
Radu Timofte
Luc Van Gool
362
42
0
07 Sep 2021
ERA: Entity Relationship Aware Video Summarization with Wasserstein GAN
ERA: Entity Relationship Aware Video Summarization with Wasserstein GANBritish Machine Vision Conference (BMVC), 2021
Guande Wu
Jianzhe Lin
Claudio T. Silva
AI4TS
153
10
0
06 Sep 2021
End-to-end Neural Video Coding Using a Compound Spatiotemporal
  Representation
End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation
Haojie Liu
Ming Lu
Zhiqi Chen
Xun Cao
Zhan Ma
Yao Wang
167
37
0
05 Aug 2021
Insights from Generative Modeling for Neural Video Compression
Insights from Generative Modeling for Neural Video CompressionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Ruihan Yang
Jianlong Wu
Joseph Marino
Stephan Mandt
VGen
263
16
0
28 Jul 2021
Spatiotemporal Entropy Model is All You Need for Learned Video
  Compression
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
156
14
0
13 Apr 2021
Extending Neural P-frame Codecs for B-frame Coding
Extending Neural P-frame Codecs for B-frame CodingIEEE International Conference on Computer Vision (ICCV), 2021
Reza Pourreza
Taco S. Cohen
199
51
0
30 Mar 2021
Overfitting for Fun and Profit: Instance-Adaptive Data Compression
Overfitting for Fun and Profit: Instance-Adaptive Data CompressionInternational Conference on Learning Representations (ICLR), 2021
T. V. Rozendaal
Iris A. M. Huijben
Taco S. Cohen
252
54
0
21 Jan 2021
Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A
  Neural Exploration via Resolution-Adaptive Learning
Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning
Ming Lu
Tong Chen
Dandan Ding
Fengqing Zhu
Zhan Ma
238
6
0
01 Dec 2020
Hierarchical Autoregressive Modeling for Neural Video Compression
Hierarchical Autoregressive Modeling for Neural Video CompressionInternational Conference on Learning Representations (ICLR), 2020
Ruihan Yang
Jianlong Wu
Joseph Marino
Stephan Mandt
BDLVGen
467
47
0
19 Oct 2020
Optical Flow and Mode Selection for Learning-based Video Coding
Optical Flow and Mode Selection for Learning-based Video CodingIEEE International Workshop on Multimedia Signal Processing (MMSP), 2020
Théo Ladune
Pierrick Philippe
W. Hamidouche
Lu Zhang
Olivier Déforges
129
46
0
06 Aug 2020
Neural Video Coding using Multiscale Motion Compensation and
  Spatiotemporal Context Model
Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model
Haojie Liu
Ming Lu
Zhan Ma
Fan Wang
Zhihuang Xie
Xun Cao
Yao Wang
149
97
0
09 Jul 2020
ModeNet: Mode Selection Network For Learned Video Coding
ModeNet: Mode Selection Network For Learned Video Coding
Théo Ladune
Pierrick Philippe
W. Hamidouche
Jun Liu
Olivier Déforges
264
12
0
06 Jul 2020
OpenDVC: An Open Source Implementation of the DVC Video Compression
  Method
OpenDVC: An Open Source Implementation of the DVC Video Compression Method
Ren Yang
Luc Van Gool
Radu Timofte
164
24
0
29 Jun 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent
  Probability Model
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability ModelIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2020
Ren Yang
Fabian Mentzer
Luc Van Gool
Radu Timofte
339
158
0
24 Jun 2020
Lossy Compression with Distortion Constrained Optimization
Lossy Compression with Distortion Constrained Optimization
T. V. Rozendaal
Guillaume Sautière
Taco S. Cohen
156
14
0
08 May 2020
Feedback Recurrent Autoencoder for Video Compression
Feedback Recurrent Autoencoder for Video CompressionAsian Conference on Computer Vision (ACCV), 2020
Adam Goliñski
Reza Pourreza
Yang Yang
Guillaume Sautière
Taco S. Cohen
VGen
199
49
0
09 Apr 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and
  Intelligent Analytics
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent AnalyticsIEEE Transactions on Image Processing (TIP), 2020
Ling-yu Duan
Jiaying Liu
Wenhan Yang
Tiejun Huang
Wen Gao
293
224
0
10 Jan 2020
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