Joint Autoregressive and Hierarchical Priors for Learned Image Compression

8 September 2018

Papers citing "Joint Autoregressive and Hierarchical Priors for Learned Image Compression"

50 / 419 papers shown

Title
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression Xinyue Li A. Naman David S. Taubman 98 3 0 29 Feb 2024
Adapting Learned Image Codecs to Screen Content via Adjustable Transformations H. B. Dogaroglu A. B. Koyuncu Atanas Boev Elena Alshina Eckehard G. Steinbach 128 1 0 27 Feb 2024
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model Panqi Jia A. B. Koyuncu Jue Mao Ze Cui Yi Ma ... Alexander Karabutov Yin Zhao Jing Wang Elena Alshina André Kaup MQ 157 5 0 27 Feb 2024
Traditional Transformation Theory Guided Model for Learned Image Compression Zhiyuan Li Chenyang Ge Shun Li 124 0 0 24 Feb 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 533 0 0 24 Jan 2024
An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity DecodingIEEE transactions on multimedia (IEEE TMM), 2024 Xiang Liu Jiahong Chen Bin Chen Zimo Liu Baoyi An Shu-Tao Xia Zhi Wang 171 1 0 23 Jan 2024
NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines Jukka I. Ahonen Nam Le Honglei Zhang A. Hallapuro Francesco Cricri Hamed R. Tavakoli M. Hannuksela Esa Rahtu 141 2 0 19 Jan 2024
Idempotence and Perceptual Image CompressionInternational Conference on Learning Representations (ICLR), 2024 Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya Zhang 191 26 0 17 Jan 2024
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsData Compression Conference (DCC), 2024 Dan G. Jacobellis Daniel Cummings N. Yadwadkar 116 2 0 15 Jan 2024
FFCA-Net: Stereo Image Compression via Fast Cascade Alignment of Side Information Yichong Xia Yujun Huang Bin Chen Haoqian Wang Yaowei Wang 152 1 0 28 Dec 2023
Variational Bayes image restoration with compressive autoencodersIEEE Transactions on Image Processing (IEEE TIP), 2023 Maud Biquard Marie Chabert Florence Genin Christophe Latry Thomas Oberlin 388 3 0 29 Nov 2023
ECRF: Entropy-Constrained Neural Radiance Fields Compression with Frequency Domain OptimizationIEEE International Workshop on Multimedia Signal Processing (MMSP), 2023 Soonbin Lee Fangwen Shu Y. Sanchez Thomas Schierl C. Hellge 112 4 0 23 Nov 2023
Perceptual Image Compression with Cooperative Cross-Modal Side Information Shiyu Qin Bin Chen Yujun Huang Baoyi An Tao Dai Shu-Tao Xia 162 3 0 23 Nov 2023
Neural-based Compression Scheme for Solar Image DataIEEE Transactions on Aerospace and Electronic Systems (IEEE Trans. Aerosp. Electron. Syst.), 2023 Ali Zafari Atefeh Khoshkhahtinat Jeremy A. Grajeda P. Mehta Nasser M. Nasrabadi L. Boucheron Barbara J. Thompson M. Kirk D. D. da Silva 123 1 0 06 Nov 2023
Deep learning based Image Compression for Microscopy Images: An Empirical StudyBiological Imaging (BI), 2023 Yu Zhou Jan Sollman Jianxu Chen MedIm 182 1 0 02 Nov 2023
Frequency-Aware Transformer for Learned Image CompressionInternational Conference on Learning Representations (ICLR), 2023 Han Li Shaohui Li Wenrui Dai Chenglin Li Junni Zou H. Xiong ViT 327 60 0 25 Oct 2023
Multiscale Motion-Aware and Spatial-Temporal-Channel Contextual Coding Network for Learned Video Compression Yiming Wang Qian Huang Bin Tang Huashan Sun Xing Li 91 0 0 19 Oct 2023
Towards image compression with perfect realism at ultra-low bitratesInternational Conference on Learning Representations (ICLR), 2023 Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 266 85 0 16 Oct 2023
Progressive Neural Compression for Adaptive Image Offloading under Timing ConstraintsIEEE Real-Time Systems Symposium (RTSS), 2023 Ruiqi Wang Hanyang Liu Jiaming Qiu Moran Xu Roch Guérin Chenyang Lu 162 8 0 08 Oct 2023
MobileNVC: Real-time 1080p Neural Video Compression on a Mobile DeviceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 T. V. Rozendaal Tushar Singhal Hoang Le Guillaume Sautière Amir Said ... Hitarth Mehta Frank Mayer Liang Zhang Markus Nagel Auke Wiggers 432 13 0 02 Oct 2023
Image Data Hiding in Neural Compressed Latent RepresentationsVisual Communications and Image Processing (VCIP), 2023 Chen-Hsiu Huang Ja-Ling Wu 132 2 0 01 Oct 2023
Transformer-based Image Compression with Variable Image Quality ObjectivesAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023 Chia-Hao Kao Yi-Hsin Chen Cheng Chien Wei-Chen Chiu Wen-Hsiao Peng 128 3 0 22 Sep 2023
Towards Real-Time Neural Video Codec for Cross-Platform Application Using Calibration InformationACM Multimedia (ACM MM), 2023 Kuan Tian Yonghang Guan Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang 151 7 0 20 Sep 2023
Multi-spectral Entropy Constrained Neural Compression of Solar ImageryInternational Conference on Machine Learning and Applications (ICMLA), 2023 Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 218 0 0 19 Sep 2023
Context-Aware Neural Video Compression on Solar Dynamics ObservatoryInternational Conference on Machine Learning and Applications (ICMLA), 2023 Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva ViT 166 3 0 19 Sep 2023
Implicit Neural Multiple Description for DNA-based data storageIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 T. Le Xavier Pic Jeremy Mateos Marc Antonini 124 4 0 13 Sep 2023
COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial ScalabilityIEEE International Conference on Computer Vision (ICCV), 2023 Jongmin Park Jooyoung Lee Munchurl Kim 178 5 0 11 Sep 2023
Bandwidth-efficient Inference for Neural Image CompressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shanzhi Yin Tongda Xu Yongsheng Liang Yuanyuan Wang Yanghao Li Yan Wang Jingjing Liu 127 1 0 06 Sep 2023
Neural Video Compression with Temporal Layer-Adaptive Hierarchical B-frame Coding Yeong-Chun Kim Suyong Bahk S. Kim Won Hee Lee Dokwan Oh Hui-Yong Kim 177 3 0 30 Aug 2023
Dynamic Low-Rank Instance Adaptation for Universal Neural Image CompressionACM Multimedia (ACM MM), 2023 Yue Lv Jin-Peng Xiang Jun Zhang Wenming Yang Xiao Han Wei Yang 134 19 0 15 Aug 2023
Latent-Shift: Gradient of Entropy Helps Neural CodecsInternational Conference on Information Photonics (ICIP), 2023 M. Balcilar B. Damodaran Karam Naser Franck Galpin Pierre Hellier 182 3 0 01 Aug 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 639 53 0 28 Jul 2023
ECSIC: Epipolar Cross Attention for Stereo Image CompressionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Matthias Wödlinger J. Kotera M. Keglevic Jan Xu Robert Sablatnig 251 12 0 18 Jul 2023
Neural Image Compression: Generalization, Robustness, and Spectral BiasesNeural Information Processing Systems (NeurIPS), 2023 Kelsey Lieberman James Diffenderfer Charles Godfrey B. Kailkhura 169 8 0 17 Jul 2023
ConvNeXt-ChARM: ConvNeXt-based Transform for Efficient Neural Image CompressionEuropean Workshop on Visual Information Processing (EUVIP), 2023 Ahmed Ghorbel W. Hamidouche L. Morin ViT 80 4 0 12 Jul 2023
Base Layer Efficiency in Scalable Human-Machine CodingInternational Conference on Information Photonics (ICIP), 2023 Yalda Foroutan Alon Harell Anderson de Andrade Ivan V. Bajić 94 5 0 05 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 304 1 0 05 Jul 2023
End-to-End Learnable Multi-Scale Feature Compression for VCM Yeong-Gwan Kim Hyewon Jeong Janghyun Yu Younhee Kim Jooyoung Lee S. Jeong Hui-Yong Kim 265 21 0 29 Jun 2023
You Can Mask More For Extremely Low-Bitrate Image Compression Anqi Li Feng Li Jiaxin Han Yuxi Liu Runmin Cong Chunjie Zhang Ming Wang Weisi Lin Yao-Min Zhao 102 2 0 27 Jun 2023
Recoil: Parallel rANS Decoding with Decoder-Adaptive ScalabilityInternational Conference on Parallel Processing (ICPP), 2023 Fangzheng Lin Kasidis Arunruangsirilert Heming Sun J. Katto 145 3 0 21 Jun 2023
Reconstruction Distortion of Learned Image Compression with Imperceptible PerturbationsData Compression Conference (DCC), 2023 Yang Sui Zhuohang Li Ding Ding Xiang Pan Xiaozhong Xu Shan Liu Zhenzhong Chen AAML 164 7 0 01 Jun 2023
NVTC: Nonlinear Vector Transform CodingComputer Vision and Pattern Recognition (CVPR), 2023 Runsen Feng Zongyu Guo Weiping Li Zhibo Chen MQ 152 18 0 25 May 2023
Make Lossy Compression Meaningful for Low-Light ImagesAAAI Conference on Artificial Intelligence (AAAI), 2023 Shi-zhong Cai Liqun Chen Sheng Zhong Luxin Yan Jiahuan Zhou Xu Zou 259 4 0 24 May 2023
VVC+M: Plug and Play Scalable Image Coding for Humans and Machines Alon Harell Yalda Foroutan Ivan V. Bajić 83 5 0 17 May 2023
ROI-based Deep Image Compression with Swin TransformersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Binglin Li Jietao Liang H. Fu Jingning Han ViT 130 22 0 12 May 2023
Exploring the Rate-Distortion-Complexity Optimization in Neural Image CompressionJournal of Visual Communication and Image Representation (JVCIR), 2023 Yixin Gao Runsen Feng Zongyu Guo Zhibo Chen 128 8 0 12 May 2023
Multiscale Augmented Normalizing Flows for Image CompressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Marc Windsheimer Fabian Brand Andre Kaup DRL 125 0 0 09 May 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts Ruoyu Feng Jinming Liu Xin Jin Xiaohan Pan Heming Sun Zhibo Chen VLM 203 16 0 04 May 2023
Semantically Structured Image Compression via Irregular Group-Based DecouplingIEEE International Conference on Computer Vision (ICCV), 2023 V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 387 22 0 04 May 2023
ProgDTD: Progressive Learned Image Compression with Double-Tail-Drop Training A. Hojjat Janek Haberer Olaf Landsiedel 174 10 0 03 May 2023