Joint Autoregressive and Hierarchical Priors for Learned Image Compression

8 September 2018

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

50 / 600 papers shown

Title
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets Fatih Kamisli Fabien Racapé Hyomin Choi MQ 194 16 0 29 Feb 2024
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression Xinyue Li A. Naman David S. Taubman 106 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 132 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 169 5 0 27 Feb 2024
Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization Panqi Jia Jue Mao Esin Koyuncu A. B. Koyuncu T. Solovyev Alexander Karabutov Yin Zhao Elena Alshina André Kaup 137 3 0 27 Feb 2024
Traditional Transformation Theory Guided Model for Learned Image Compression Zhiyuan Li Chenyang Ge Shun Li 132 0 0 24 Feb 2024
Fourier Basis Density Model Alfredo De la Fuente Saurabh Singh Johannes Ballé 79 3 0 23 Feb 2024
Generative Visual Compression: A Review Bo Chen Shanzhi Yin Peilin Chen Shiqi Wang Yan Ye 172 15 0 03 Feb 2024
Immersive Video Compression using Implicit Neural Representations Ho Man Kwan Fan Zhang Andrew Gower David Bull 199 7 0 02 Feb 2024
UCVC: A Unified Contextual Video Compression Framework with Joint P-frame and B-frame Coding Jiayu Yang Wei Jiang Yongqi Zhai Chunhui Yang Ronggang Wang 105 6 0 02 Feb 2024
Robustly overfitting latents for flexible neural image compression Yura Perugachi-Diaz Arwin Gansekoele Sandjai Bhulai 211 3 0 31 Jan 2024
Spatial Decomposition and Temporal Fusion based Inter Prediction for Learned Video Compression Xihua Sheng Li Li Dong Liu Houqiang Li 266 31 0 29 Jan 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 577 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 183 1 0 23 Jan 2024
A Training-Free Defense Framework for Robust Learned Image Compression Myungseo Song Jinyoung Choi Bohyung Han AAML 187 6 0 22 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 157 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 203 27 0 17 Jan 2024
End-to-End Optimized Image Compression with the Frequency-Oriented TransformMachine Vision and Applications (MVA), 2024 Yuefeng Zhang Kai Lin 205 6 0 16 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 144 2 0 15 Jan 2024
Exploring Compressed Image Representation as a Perceptual Proxy: A Study Chen-Hsiu Huang Ja-Ling Wu 97 0 0 14 Jan 2024
FFCA-Net: Stereo Image Compression via Fast Cascade Alignment of Side Information Yichong Xia Yujun Huang Bin Chen Haoqian Wang Yaowei Wang 164 1 0 28 Dec 2023
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 155 20 0 25 Dec 2023
Density Matters: Improved Core-set for Active Domain Adaptive SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Shizhan Liu Zhengkai Jiang Yuxi Li Jinlong Peng Yabiao Wang Weiyao Lin 186 0 0 15 Dec 2023
C3: High-performance and low-complexity neural compression from a single image or videoComputer Vision and Pattern Recognition (CVPR), 2023 Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 201 57 0 05 Dec 2023
Unified learning-based lossy and lossless JPEG recompressionInternational Conference on Information Photonics (ICIP), 2023 Jianghui Zhang Yuanyuan Wang Lina Guo Jixiang Luo Tongda Xu Yan Wang Zhi Wang Hongwei Qin 132 11 0 05 Dec 2023
Corner-to-Center Long-range Context Model for Efficient Learned Image CompressionJournal of Visual Communication and Image Representation (JVCIR), 2023 Yang Sui Ding Ding Xiang Pan Xiaozhong Xu Shan Liu Bo Yuan Zhenzhong Chen 119 7 0 29 Nov 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 436 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 132 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 170 3 0 23 Nov 2023
Progressive Learning with Visual Prompt Tuning for Variable-Rate Image CompressionInternational Conference on Information Photonics (ICIP), 2023 Shiyu Qin Yimin Zhou Jinpeng Wang Bin Chen Baoyi An Tao Dai Shu-Tao Xia VLM 154 4 0 23 Nov 2023
On the Computation of the Gaussian Rate-Distortion-Perception FunctionIEEE Journal on Selected Areas in Information Theory (JSAIT), 2023 Giuseppe Serra Photios A. Stavrou Marios Kountouris 171 14 0 15 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 143 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 206 1 0 02 Nov 2023
Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud ClassificationIEEE Access (IEEE Access), 2023 Abdelrahman Seleem André F. R. Guarda Nuno M. M. Rodrigues Fernando Pereira 179 9 0 28 Oct 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 359 62 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 95 0 0 19 Oct 2023
Image Compression using only Attention based Neural Networks Natacha Luka Romain Negrel David Picard 165 0 0 17 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 278 88 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 170 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 552 14 0 02 Oct 2023
Image Data Hiding in Neural Compressed Latent RepresentationsVisual Communications and Image Processing (VCIP), 2023 Chen-Hsiu Huang Ja-Ling Wu 140 2 0 01 Oct 2023
CPIPS: Learning to Preserve Perceptual Distances in End-to-End Image CompressionAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023 Chen-Hsiu Huang Ja-Ling Wu 111 3 0 01 Oct 2023
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural RepresentationsInternational Conference on Learning Representations (ICLR), 2023 Carlos Rombaldo Junior Ingolf Becker Zongyu Guo Shane Johnson 216 12 0 29 Sep 2023
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023 Sharath Girish Abhinav Shrivastava Kamal Gupta 174 31 0 27 Sep 2023
Finite Scalar Quantization: VQ-VAE Made SimpleInternational Conference on Learning Representations (ICLR), 2023 Fabian Mentzer David C. Minnen E. Agustsson Michael Tschannen 307 342 0 27 Sep 2023
Advancing The Rate-Distortion-Computation Frontier For Neural Image CompressionInternational Conference on Information Photonics (ICIP), 2023 David C. Minnen Nick Johnston 173 11 0 26 Sep 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 164 3 0 22 Sep 2023
Spatial-Temporal Transformer based Video Compression Framework Yanbo Gao Wenjia Huang Shuaifeng Li Hui Yuan Mao Ye Siwei Ma 151 2 0 21 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 207 7 0 20 Sep 2023
Multi-Context Dual Hyper-Prior Neural Image CompressionInternational Conference on Machine Learning and Applications (ICMLA), 2023 Atefeh Khoshkhahtinat Ali Zafari P. Mehta Mohammad Akyash Hossein Kashiani Nasser M. Nasrabadi 163 8 0 19 Sep 2023

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Joint Autoregressive and Hierarchical Priors for Learned Image Compression

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