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Joint Autoregressive and Hierarchical Priors for Learned Image Compression

Joint Autoregressive and Hierarchical Priors for Learned Image Compression

David C. Minnen
Johannes Ballé
G. Toderici
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Papers citing "Joint Autoregressive and Hierarchical Priors for Learned Image Compression"

50 / 600 papers shown
Thousand to One: Semantic Prior Modeling for Conceptual Coding
Thousand to One: Semantic Prior Modeling for Conceptual CodingIEEE International Conference on Multimedia and Expo (ICME), 2021
Jianhui Chang
Zhenghui Zhao
Lingbo Yang
Chuanmin Jia
Jian Zhang
Siwei Ma
191
23
0
12 Mar 2021
A Cross Channel Context Model for Latents in Deep Image Compression
A Cross Channel Context Model for Latents in Deep Image Compression
Changyue Ma
Zhao Wang
Ru-Ling Liao
Yan Ye
138
21
0
04 Mar 2021
COIN: COmpression with Implicit Neural representations
COIN: COmpression with Implicit Neural representationsInternational Conference on Learning Representations (ICLR), 2021
Emilien Dupont
Adam Goliñski
Milad Alizadeh
Yee Whye Teh
Arnaud Doucet
347
278
0
03 Mar 2021
Transform Network Architectures for Deep Learning based End-to-End Image/Video Coding in Subsampled Color Spaces
Transform Network Architectures for Deep Learning based End-to-End Image/Video Coding in Subsampled Color SpacesIEEE Open Journal of Signal Processing (JOSP), 2021
Hilmi E. Egilmez
Ankitesh K. Singh
M. Coban
M. Karczewicz
Yinhao Zhu
Yang Yang
A. Said
Taco S. Cohen
103
19
0
27 Feb 2021
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
Improving Lossless Compression Rates via Monte Carlo Bits-Back CodingInternational Conference on Machine Learning (ICML), 2021
Yangjun Ruan
Karen Ullrich
Daniel de Souza Severo
James Townsend
Ashish Khisti
Arnaud Doucet
Alireza Makhzani
Chris J. Maddison
238
25
0
22 Feb 2021
Progressive Neural Image Compression with Nested Quantization and Latent Ordering
Progressive Neural Image Compression with Nested Quantization and Latent OrderingInternational Conference on Information Photonics (ICIP), 2021
Yadong Lu
Yinhao Zhu
Yang Yang
A. Said
Taco S. Cohen
MQ
196
38
0
04 Feb 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
253
54
0
21 Jan 2021
Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks
Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual BlocksIEEE transactions on multimedia (TMM), 2020
Mohammad Akbari
Jie Liang
Jingning Han
Chengjie Tu
200
23
0
31 Dec 2020
Learned Block-based Hybrid Image Compression
Learned Block-based Hybrid Image Compression
Yaojun Wu
Xin Li
Zhizheng Zhang
Xin Jin
Zhibo Chen
287
67
0
17 Dec 2020
Learned Video Codec with Enriched Reconstruction for CLIC P-frame Coding
Learned Video Codec with Enriched Reconstruction for CLIC P-frame Coding
David Alexandre
Hsueh-Ming Hang
66
3
0
14 Dec 2020
Soft Compression for Lossless Image Coding
Soft Compression for Lossless Image Coding
Gangtao Xin
Pingyi Fan
143
8
0
11 Dec 2020
How to Exploit the Transferability of Learned Image Compression to Conventional Codecs
How to Exploit the Transferability of Learned Image Compression to Conventional CodecsComputer Vision and Pattern Recognition (CVPR), 2020
Jan P. Klopp
Keng-Chi Liu
Liang-Gee Chen
Shao-Yi Chien
184
19
0
03 Dec 2020
Causal Contextual Prediction for Learned Image Compression
Causal Contextual Prediction for Learned Image Compression
Zongyu Guo
Zhizheng Zhang
Runsen Feng
Zhibo Chen
CML
393
169
0
19 Nov 2020
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement
CVEGAN: A Perceptually-inspired GAN for Compressed Video EnhancementSignal processing. Image communication (SPIC), 2020
Di Ma
Fan Zhang
David R. Bull
GAN
265
24
0
18 Nov 2020
MuSCLE: Multi Sweep Compression of LiDAR using Deep Entropy Models
MuSCLE: Multi Sweep Compression of LiDAR using Deep Entropy ModelsNeural Information Processing Systems (NeurIPS), 2020
Sourav Biswas
Jerry Liu
K. Wong
Shenlong Wang
R. Urtasun
138
96
0
15 Nov 2020
End-to-end optimized image compression for machines, a study
End-to-end optimized image compression for machines, a study
Lahiru D. Chamain
Fabien Racapé
Jean Bégaint
Akshay Pushparaja
Simon Feltman
177
84
0
10 Nov 2020
Conceptual Compression via Deep Structure and Texture Synthesis
Conceptual Compression via Deep Structure and Texture Synthesis
Jianhui Chang
Zhenghui Zhao
Chuanmin Jia
Shiqi Wang
Lingbo Yang
Qi Mao
Jian Zhang
Siwei Ma
DiffM
168
39
0
10 Nov 2020
Multiscale Point Cloud Geometry Compression
Multiscale Point Cloud Geometry Compression
Jianqiang Wang
Dandan Ding
Zhu Li
Zhan Ma
3DPC
246
225
0
07 Nov 2020
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research
Jean Bégaint
Fabien Racapé
Simon Feltman
Akshay Pushparaja
VLM
315
503
0
05 Nov 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
472
47
0
19 Oct 2020
Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding
Compressing Images by Encoding Their Latent Representations with Relative Entropy CodingNeural Information Processing Systems (NeurIPS), 2020
Gergely Flamich
Marton Havasi
José Miguel Hernández-Lobato
676
70
0
02 Oct 2020
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks
Hanbin Son
Taeoh Kim
Hyeongmin Lee
Sangyoun Lee
190
16
0
30 Sep 2020
Learning to Compress Videos without Computing Motion
Learning to Compress Videos without Computing Motion
Meixu Chen
T. Goodall
Anjul Patney
A. Bovik
220
11
0
29 Sep 2020
Learning to Improve Image Compression without Changing the Standard Decoder
Learning to Improve Image Compression without Changing the Standard Decoder
Yannick Strümpler
Ren Yang
Radu Timofte
150
19
0
27 Sep 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel CodingIEEE Transactions on Wireless Communications (TWC), 2020
David Burth Kurka
Deniz Gündüz
170
155
0
26 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow Coding
Improving Deep Video Compression by Resolution-adaptive Flow CodingEuropean Conference on Computer Vision (ECCV), 2020
Zhihao Hu
Zhenghao Chen
Dong Xu
Guo Lu
Wanli Ouyang
S. O. O. ScienceTechnology
222
136
0
13 Sep 2020
Lossy Image Compression with Normalizing Flows
Lossy Image Compression with Normalizing Flows
Leonhard Helminger
Abdelaziz Djelouah
Markus Gross
Christopher Schroers
176
50
0
24 Aug 2020
Fidelity-Controllable Extreme Image Compression with Generative Adversarial Networks
Fidelity-Controllable Extreme Image Compression with Generative Adversarial Networks
Shoma Iwai
Tomo Miyazaki
Yoshihiro Sugaya
S. Omachi
GAN
146
51
0
24 Aug 2020
Biased Mixtures Of Experts: Enabling Computer Vision Inference Under Data Transfer Limitations
Biased Mixtures Of Experts: Enabling Computer Vision Inference Under Data Transfer Limitations
Alhabib Abbas
Y. Andreopoulos
MoE
235
24
0
21 Aug 2020
Conditional Entropy Coding for Efficient Video Compression
Conditional Entropy Coding for Efficient Video Compression
Jerry Liu
Shenlong Wang
Wei-Chiu Ma
Meet Shah
Rui Hu
Pranaab Dhawan
R. Urtasun
141
77
0
20 Aug 2020
End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression
End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video CompressionInternational Conference on Information Photonics (ICIP), 2020
M. Yilmaz
A. Murat Tekalp
168
16
0
11 Aug 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
132
46
0
06 Aug 2020
Learning to Learn to Compress
Learning to Learn to Compress
Nannan Zou
Honglei Zhang
Francesco Cricri
Hamed R. Tavakoli
J. Lainema
M. Hannuksela
Emre B. Aksu
Esa Rahtu
168
0
0
31 Jul 2020
Wireless Image Retrieval at the Edge
Wireless Image Retrieval at the Edge
Mikolaj Jankowski
Deniz Gunduz
K. Mikolajczyk
281
243
0
21 Jul 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression
Channel-wise Autoregressive Entropy Models for Learned Image CompressionInternational Conference on Information Photonics (ICIP), 2020
David C. Minnen
Saurabh Singh
218
493
0
17 Jul 2020
Channel-Level Variable Quantization Network for Deep Image Compression
Channel-Level Variable Quantization Network for Deep Image CompressionInternational Joint Conference on Artificial Intelligence (IJCAI), 2020
Zhisheng Zhong
Hiroaki Akutsu
Kiyoharu Aizawa
86
20
0
15 Jul 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
152
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
Perceptually Optimizing Deep Image Compression
Perceptually Optimizing Deep Image Compression
Li-Heng Chen
C. Bampis
Zhi Li
A. Norkin
A. Bovik
145
10
0
03 Jul 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
Modeling Lost Information in Lossy Image Compression
Modeling Lost Information in Lossy Image Compression
Yaolong Wang
Mingqing Xiao
Yu Xie
Shuxin Zheng
Tie-Yan Liu
166
24
0
22 Jun 2020
High-Fidelity Generative Image Compression
High-Fidelity Generative Image Compression
Fabian Mentzer
G. Toderici
Michael Tschannen
E. Agustsson
488
557
0
17 Jun 2020
Universally Quantized Neural Compression
Universally Quantized Neural Compression
E. Agustsson
Lucas Theis
MQ
300
100
0
17 Jun 2020
CompressNet: Generative Compression at Extremely Low Bitrates
CompressNet: Generative Compression at Extremely Low BitratesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Shubham Dash
Aditya A. Ramesh
Vijayakrishna Naganoor
S. K. Raman
Giridharan Kumaravelu
Honglak Lee
144
16
0
14 Jun 2020
Improving Inference for Neural Image Compression
Improving Inference for Neural Image Compression
Jianlong Wu
Kushagra Pandey
Stephan Mandt
339
138
0
07 Jun 2020
End-to-end Optimized Video Compression with MV-Residual Prediction
End-to-end Optimized Video Compression with MV-Residual Prediction
Xiangjian Wu
Ziwen Zhang
Jie Feng
Lei Zhou
Junmin Wu
109
3
0
26 May 2020
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression
Shiyu Duan
Huaijin Chen
Liang Feng
261
7
0
24 May 2020
Invertible Image Rescaling
Invertible Image Rescaling
Mingqing Xiao
Shuxin Zheng
Yu Xie
Yaolong Wang
Di He
Guolin Ke
Jiang Bian
Zhouchen Lin
Tie-Yan Liu
SupR
180
273
0
12 May 2020
Learning Context-Based Non-local Entropy Modeling for Image Compression
Learning Context-Based Non-local Entropy Modeling for Image Compression
Mu Li
Lucas Beerens
W. Zuo
Radu Timofte
David C. Zhang
105
11
0
10 May 2020
Lossy Compression with Distortion Constrained Optimization
Lossy Compression with Distortion Constrained Optimization
T. V. Rozendaal
Guillaume Sautière
Taco S. Cohen
162
14
0
08 May 2020