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Generative Adversarial Networks for Extreme Learned Image Compression

Generative Adversarial Networks for Extreme Learned Image Compression

9 April 2018
E. Agustsson
Michael Tschannen
Fabian Mentzer
Radu Timofte
Luc Van Gool
    GAN
ArXivPDFHTML

Papers citing "Generative Adversarial Networks for Extreme Learned Image Compression"

50 / 246 papers shown
Title
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images
Tian Qiu
Arjun Nichani
Rasta Tadayontahmasebi
Haewon Jeong
34
0
0
05 May 2025
Human Aligned Compression for Robust Models
Human Aligned Compression for Robust Models
Samuel Räber
Andreas Plesner
Till Aczél
Roger Wattenhofer
AAML
37
0
0
16 Apr 2025
Universal Representations for Classification-enhanced Lossy Compression
Universal Representations for Classification-enhanced Lossy Compression
Nam Nguyen
31
0
0
12 Apr 2025
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff
E. Lei
Hamed Hassani
Shirin Saeedi Bidokhti
78
2
0
21 Mar 2025
Leveraging Diffusion Knowledge for Generative Image Compression with Fractal Frequency-Aware Band Learning
Lingyu Zhu
Xiangrui Zeng
Bolin Chen
Peilin Chen
Yung-Hui Li
Shiqi Wang
DiffM
60
0
0
14 Mar 2025
PerCoV2: Improved Ultra-Low Bit-Rate Perceptual Image Compression with Implicit Hierarchical Masked Image Modeling
Nikolai Korber
Eduard Kromer
Andreas Siebert
S. Hauke
Daniel Mueller-Gritschneder
Björn Schuller
56
0
0
12 Mar 2025
DLF: Extreme Image Compression with Dual-generative Latent Fusion
Naifu Xue
Zhaoyang Jia
Jiahao Li
Bin Li
Yuan Zhang
Yan-Heng Lu
48
1
0
03 Mar 2025
CANeRV: Content Adaptive Neural Representation for Video Compression
CANeRV: Content Adaptive Neural Representation for Video Compression
Lv Tang
Jun Zhu
Xinfeng Zhang
Li Zhang
Siwei Ma
Qingming Huang
72
1
0
10 Feb 2025
All-in-One Image Compression and Restoration
All-in-One Image Compression and Restoration
Huimin Zeng
Jiacheng Li
Ziqiang Zheng
Zhiwei Xiong
88
1
0
05 Feb 2025
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion
Zhiyuan Li
Yanhui Zhou
Hao Wei
Chenyang Ge
Ajmal Mian
DiffM
37
0
0
28 Jan 2025
Robust and Transferable Backdoor Attacks Against Deep Image Compression
  With Selective Frequency Prior
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior
Yi Yu
Yufei Wang
Wenhan Yang
Lanqing Guo
Shijian Lu
Ling-yu Duan
Yap-Peng Tan
Alex C. Kot
AAML
86
4
0
02 Dec 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image
  Compression
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
Xi Zhang
Xiaolin Wu
MQ
62
0
0
25 Nov 2024
Deep Learning-Based Image Compression for Wireless Communications:
  Impacts on Reliability,Throughput, and Latency
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and Latency
Mostafa Naseri
Pooya Ashtari
Mohamed Seif
E. De Poorter
H. Poor
A. Shahid
30
0
0
16 Nov 2024
Conditional Hallucinations for Image Compression
Conditional Hallucinations for Image Compression
Till Aczél
Roger Wattenhofer
31
0
0
25 Oct 2024
STanH : Parametric Quantization for Variable Rate Learned Image
  Compression
STanH : Parametric Quantization for Variable Rate Learned Image Compression
Alberto Presta
Enzo Tartaglione
A. Fiandrotti
Marco Grangetto
MQ
21
1
0
01 Oct 2024
PerCo (SD): Open Perceptual Compression
PerCo (SD): Open Perceptual Compression
Nikolai Korber
Eduard Kromer
Andreas Siebert
S. Hauke
Daniel Mueller-Gritschneder
Björn Schuller
26
4
0
30 Sep 2024
Edge-based Denoising Image Compression
Edge-based Denoising Image Compression
Ryugo Morita
Hitoshi Nishimura
Ko Watanabe
Andreas Dengel
Jinjia Zhou
32
0
0
17 Sep 2024
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates
Yixuan Ye
Ce Wang
Wanjie Sun
Zhenzhong Chen
DiffM
25
0
0
03 Sep 2024
Learned HDR Image Compression for Perceptually Optimal Storage and
  Display
Learned HDR Image Compression for Perceptually Optimal Storage and Display
Peibei Cao
Haoyu Chen
Jingzhe Ma
Yu-Chieh Yuan
Zhiyong Xie
Xin Xie
Haiqing Bai
Kede Ma
20
1
0
18 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image
  Compression
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression
Jinming Liu
Ruoyu Feng
Yunpeng Qi
Qiuyu Chen
Zhibo Chen
Wenjun Zeng
Xin Jin
43
2
0
16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need
Rethinking Learned Image Compression: Context is All You Need
Jixiang Luo
28
0
0
16 Jul 2024
Once-for-All: Controllable Generative Image Compression with Dynamic
  Granularity Adaption
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaption
Anqi Li
Yuxi Liu
H. Bai
Feng Li
Runmin Cong
Meng Wang
Yao-Min Zhao
40
1
0
02 Jun 2024
Extreme Compression of Adaptive Neural Images
Extreme Compression of Adaptive Neural Images
Leo Hoshikawa
Marcos V. Conde
Takeshi Ohashi
Atsushi Irie
48
1
0
27 May 2024
Survey on Visual Signal Coding and Processing with Generative Models:
  Technologies, Standards and Optimization
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization
Zhibo Chen
Heming Sun
Li Zhang
Fan Zhang
40
3
0
23 May 2024
HILCodec: High Fidelity and Lightweight Neural Audio Codec
HILCodec: High Fidelity and Lightweight Neural Audio Codec
S. Ahn
Beom Jun Woo
Mingrui Han
Chanyeong Moon
Nam Soo Kim
28
6
0
08 May 2024
Neural Graphics Texture Compression Supporting Random Acces
Neural Graphics Texture Compression Supporting Random Acces
Farzad Farhadzadeh
Qiqi Hou
Hoang Le
Amir Said
Randall Rauwendaal
Alex Bourd
Fatih Porikli
29
0
0
06 May 2024
Towards Extreme Image Compression with Latent Feature Guidance and
  Diffusion Prior
Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior
Zhiyuan Li
Yanhui Zhou
Hao Wei
Chenyang Ge
Jingwen Jiang
DiffM
25
11
0
29 Apr 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission
Mingyu Yang
Bowen Liu
Boyang Wang
Hun-Seok Kim
DiffM
50
5
0
27 Apr 2024
Compressible and Searchable: AI-native Multi-Modal Retrieval System with
  Learned Image Compression
Compressible and Searchable: AI-native Multi-Modal Retrieval System with Learned Image Compression
Jixiang Luo
41
1
0
16 Apr 2024
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation
  for Videos
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos
Qi Zhao
M. Salman Asif
Zhan Ma
29
3
0
13 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged
  End-to-End Decoder
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder
Yiyang Ma
Wenhan Yang
Jiaying Liu
DiffM
40
5
0
07 Apr 2024
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness
Yassine Hamdi
Aaron B. Wagner
Deniz Gündüz
35
9
0
01 Apr 2024
Low-Latency Neural Stereo Streaming
Low-Latency Neural Stereo Streaming
Qiqi Hou
Farzad Farhadzadeh
Amir Said
Guillaume Sautière
Hoang Le
41
2
0
26 Mar 2024
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive
  Quantization
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization
Jixiang Luo
Yan Wang
Hongwei Qin
DiffM
40
3
0
19 Mar 2024
Wavelet-Like Transform-Based Technology in Response to the Call for
  Proposals on Neural Network-Based Image Coding
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
41
5
0
09 Mar 2024
Unifying Generation and Compression: Ultra-low bitrate Image Coding Via
  Multi-stage Transformer
Unifying Generation and Compression: Ultra-low bitrate Image Coding Via Multi-stage Transformer
Naifu Xue
Qi Mao
Zijian Wang
Yuan Zhang
Siwei Ma
28
5
0
06 Mar 2024
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image
  Codecs with Conditional Diffusion Decoders
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders
Daniele Mari
Simone Milani
DiffM
27
0
0
05 Mar 2024
Deep Network for Image Compressed Sensing Coding Using Local Structural
  Sampling
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling
Wenxue Cui
Xingtao Wang
Xiaopeng Fan
Shaohui Liu
Xinwei Gao
Debin Zhao
25
2
0
29 Feb 2024
Traditional Transformation Theory Guided Model for Learned Image
  Compression
Traditional Transformation Theory Guided Model for Learned Image Compression
Zhiyuan Li
Chenyang Ge
Shun Li
27
0
0
24 Feb 2024
Generative Visual Compression: A Review
Generative Visual Compression: A Review
Bo Chen
Shanzhi Yin
Peilin Chen
Shiqi Wang
Yan Ye
32
8
0
03 Feb 2024
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural
  Image Compression
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression
Daxin Li
Yuanchao Bai
Kai Wang
Junjun Jiang
Xianming Liu
26
1
0
25 Jan 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure
Sadaf Salehkalaibar
Jun Chen
Ashish Khisti
Wei Yu
53
11
0
22 Jan 2024
TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit
  Allocation
TLIC: Learned Image Compression with ROI-Weighted Distortion and Bit Allocation
Wei Jiang
Yongqi Zhai
Hangyu Li
Ronggang Wang
38
0
0
16 Jan 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End
  Communication Systems and their Enabling Semantic Applications
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications
Nazmul Islam
Seokjoo Shin
AI4CE
29
3
0
08 Jan 2024
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for
  Human-Machine Collaborative Vision
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision
Qi Mao
Chongyu Wang
Meng Wang
Shiqi Wang
Ruijie Chen
Libiao Jin
Siwei Ma
37
14
0
25 Dec 2023
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source
  Coding and Modulation via Inverse-Domain GANs
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs
Junli Fang
João F. C. Mota
Baoshan Lu
Weicheng Zhang
Xuemin Hong
26
0
0
22 Dec 2023
Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence
  of Training Data
Data is Overrated: Perceptual Metrics Can Lead Learning in the Absence of Training Data
Tashi Namgyal
Alexander Hepburn
Raúl Santos-Rodríguez
Valero Laparra
Jesús Malo
28
1
0
06 Dec 2023
Corner-to-Center Long-range Context Model for Efficient Learned Image
  Compression
Corner-to-Center Long-range Context Model for Efficient Learned Image Compression
Yang Sui
Ding Ding
Xiang Pan
Xiaozhong Xu
Shan Liu
Bo Yuan
Zhenzhong Chen
22
5
0
29 Nov 2023
Perceptual Image Compression with Cooperative Cross-Modal Side
  Information
Perceptual Image Compression with Cooperative Cross-Modal Side Information
Shiyu Qin
Bin Chen
Yujun Huang
Baoyi An
Tao Dai
Shu-Tao Xia
40
2
0
23 Nov 2023
On the Computation of the Gaussian Rate-Distortion-Perception Function
On the Computation of the Gaussian Rate-Distortion-Perception Function
Giuseppe Serra
Photios A. Stavrou
Marios Kountouris
19
7
0
15 Nov 2023
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