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1906.01223
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Content Adaptive Optimization for Neural Image Compression
4 June 2019
Joaquim Campos
Simon Meierhans
Abdelaziz Djelouah
Christopher Schroers
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Papers citing
"Content Adaptive Optimization for Neural Image Compression"
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Efficient Edge Test-Time Adaptation via Latent Feature Coordinate Correction
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293
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Exploiting Latent Properties to Optimize Neural Codecs
IEEE Transactions on Image Processing (IEEE TIP), 2025
M. Balcilar
B. Damodaran
Karam Naser
Franck Galpin
Pierre Hellier
236
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0
03 Jan 2025
Test-time adaptation for image compression with distribution regularization
International Conference on Learning Representations (ICLR), 2024
Kecheng Chen
Pingping Zhang
Tiexin Qin
Shiqi Wang
Hong Yan
Haoliang Li
253
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16 Oct 2024
Few-Shot Domain Adaptation for Learned Image Compression
AAAI Conference on Artificial Intelligence (AAAI), 2024
Tianyu Zhang
Haotian Zhang
Yuqi Li
Li Li
Dong Liu
VLM
434
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0
17 Sep 2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation
Han Li
Shaohui Li
Shuangrui Ding
Wenrui Dai
Maida Cao
Chenglin Li
Junni Zou
Hongkai Xiong
VLM
336
27
0
13 Jul 2024
Learned Compression of Encoding Distributions
International Conference on Information Photonics (ICIP), 2024
Mateen Ulhaq
Ivan V. Bajić
183
1
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18 Jun 2024
Neural NeRF Compression
Tuan Pham
Stephan Mandt
239
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13 Jun 2024
Group-aware Parameter-efficient Updating for Content-Adaptive Neural Video Compression
Huan Wang
Luping Zhou
Zhihao Hu
Dong Xu
188
15
0
07 May 2024
Wavelet-Like Transform-Based Technology in Response to the Call for Proposals on Neural Network-Based Image Coding
Cunhui Dong
Haichuan Ma
Haotian Zhang
Changsheng Gao
Li Li
Dong Liu
260
5
0
09 Mar 2024
Robustly overfitting latents for flexible neural image compression
Yura Perugachi-Diaz
Arwin Gansekoele
Sandjai Bhulai
237
3
0
31 Jan 2024
C3: High-performance and low-complexity neural compression from a single image or video
Computer Vision and Pattern Recognition (CVPR), 2023
Hyunjik Kim
Matthias Bauer
Lucas Theis
Jonathan Richard Schwarz
Emilien Dupont
VGen
244
60
0
05 Dec 2023
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression
ACM Multimedia (ACM MM), 2023
Yue Lv
Jin-Peng Xiang
Jun Zhang
Wenming Yang
Xiao Han
Wei Yang
182
19
0
15 Aug 2023
Latent-Shift: Gradient of Entropy Helps Neural Codecs
International Conference on Information Photonics (ICIP), 2023
M. Balcilar
B. Damodaran
Karam Naser
Franck Galpin
Pierre Hellier
215
3
0
01 Aug 2023
Offline and Online Optical Flow Enhancement for Deep Video Compression
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chuanbo Tang
Xihua Sheng
Zhuoyuan Li
Haotian Zhang
Li Li
Dong Liu
157
25
0
11 Jul 2023
Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression
A. B. Koyuncu
Panqi Jia
Atanas Boev
Elena Alshina
Eckehard Steinbach
268
26
0
25 Jun 2023
Computationally-Efficient Neural Image Compression with Shallow Decoders
IEEE International Conference on Computer Vision (ICCV), 2023
Jianlong Wu
Stephan Mandt
323
39
0
13 Apr 2023
Content-Adaptive Motion Rate Adaption for Learned Video Compression
Picture Coding Symposium (PCS), 2022
C. Lin
Yi-Hsin Chen
Wen-Hsiao Peng
TTA
158
3
0
13 Feb 2023
Hyperspectral Image Compression Using Implicit Neural Representation
Canadian Conference on Computer and Robot Vision (CRV), 2023
Shima Rezasoltani
Faisal Z. Qureshi
175
7
0
08 Feb 2023
Content Adaptive Latents and Decoder for Neural Image Compression
European Conference on Computer Vision (ECCV), 2022
Guanbo Pan
Guo Lu
Zhihao Hu
Dong Xu
341
31
0
20 Dec 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Jincheng Dai
Sixian Wang
Ke Yang
Kailin Tan
Xiaoqi Qin
Zhongwei Si
K. Niu
Ping Zhang
224
38
0
08 Nov 2022
Universal Deep Image Compression via Content-Adaptive Optimization with Adapters
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Koki Tsubota
Hiroaki Akutsu
Kiyoharu Aizawa
161
22
0
02 Nov 2022
Reducing The Mismatch Between Marginal and Learned Distributions in Neural Video Compression
Visual Communications and Image Processing (VCIP), 2022
M. Balcilar
B. Damodaran
Pierre Hellier
114
2
0
12 Oct 2022
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression
Picture Coding Symposium (PCS), 2022
Oussama Jourairi
M. Balcilar
Anne Lambert
Franccois Schnitzler
109
4
0
10 Oct 2022
Leveraging progressive model and overfitting for efficient learned image compression
Honglei Zhang
Francesco Cricri
Hamed R. Tavakoli
Emre B. Aksu
M. Hannuksela
182
3
0
08 Oct 2022
Correcting the Sub-optimal Bit Allocation
Tongda Xu
Han-yi Gao
Yuanyuan Wang
Hongwei Qin
Yan Wang
Jingjing Liu
Ya Zhang
259
1
0
29 Sep 2022
Bit Allocation using Optimization
International Conference on Machine Learning (ICML), 2022
Tongda Xu
Han-yi Gao
Chenjian Gao
Yuanyuan Wang
Dailan He
...
Mao Ye
Hongwei Qin
Yan Wang
Jingjing Liu
Ya-Qin Zhang
332
22
0
20 Sep 2022
Flexible Neural Image Compression via Code Editing
Neural Information Processing Systems (NeurIPS), 2022
Chenjian Gao
Tongda Xu
Dailan He
Hongwei Qin
Yan Wang
221
29
0
19 Sep 2022
Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression
Picture Coding Symposium (PCS), 2022
M. Balcilar
B. Damodaran
Pierre Hellier
134
8
0
02 Sep 2022
PRANC: Pseudo RAndom Networks for Compacting deep models
IEEE International Conference on Computer Vision (ICCV), 2022
Parsa Nooralinejad
Ali Abbasi
Soroush Abbasi Koohpayegani
Kossar Pourahmadi Meibodi
Rana Muhammad Shahroz Khan
Soheil Kolouri
Hamed Pirsiavash
DD
226
0
0
16 Jun 2022
Adaptation and Attention for Neural Video Coding
Nannan Zou
Honglei Zhang
Francesco Cricri
Ramin Ghaznavi-Youvalari
Hamed R. Tavakoli
J. Lainema
Emre B. Aksu
M. Hannuksela
Esa Rahtu
176
15
0
16 Dec 2021
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
262
26
0
19 Nov 2021
Learned Image Coding for Machines: A Content-Adaptive Approach
IEEE International Conference on Multimedia and Expo (ICME), 2021
Nam Le
Honglei Zhang
Francesco Cricri
Ramin Ghaznavi-Youvalari
Hamed R. Tavakoli
Esa Rahtu
221
50
0
23 Aug 2021
Substitutional Neural Image Compression
Picture Coding Symposium (PCS), 2021
Tianlin Li
Wei Jiang
Wei Wang
Shan Liu
Brian Kulis
Peter Chin
114
5
0
16 May 2021
COIN: COmpression with Implicit Neural representations
International Conference on Learning Representations (ICLR), 2021
Emilien Dupont
Adam Goliñski
Milad Alizadeh
Yee Whye Teh
Arnaud Doucet
347
278
0
03 Mar 2021
Overfitting for Fun and Profit: Instance-Adaptive Data Compression
International Conference on Learning Representations (ICLR), 2021
T. V. Rozendaal
Iris A. M. Huijben
Taco S. Cohen
253
54
0
21 Jan 2021
Conditional Entropy Coding for Efficient Video Compression
Jerry Liu
Shenlong Wang
Wei-Chiu Ma
Meet Shah
Rui Hu
Pranaab Dhawan
R. Urtasun
138
77
0
20 Aug 2020
Learning to Learn to Compress
Nannan Zou
Honglei Zhang
Francesco Cricri
Hamed R. Tavakoli
J. Lainema
M. Hannuksela
Emre B. Aksu
Esa Rahtu
166
0
0
31 Jul 2020
Improving Inference for Neural Image Compression
Jianlong Wu
Kushagra Pandey
Stephan Mandt
339
138
0
07 Jun 2020
Content Adaptive and Error Propagation Aware Deep Video Compression
European Conference on Computer Vision (ECCV), 2020
Guo Lu
Chunlei Cai
Xiaoyun Zhang
Li Chen
Wanli Ouyang
Dong Xu
Zhiyong Gao
134
163
0
25 Mar 2020
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