Joint Autoregressive and Hierarchical Priors for Learned Image Compression

8 September 2018

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

50 / 423 papers shown

Title
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 415 22 0 04 May 2023
ProgDTD: Progressive Learned Image Compression with Double-Tail-Drop Training A. Hojjat Janek Haberer Olaf Landsiedel 186 10 0 03 May 2023
Geometric Prior Based Deep Human Point Cloud Geometry Compression Xinju Wu Pingping Zhang Meng Wang Peilin Chen Shiqi Wang Sam Kwong 3DH 144 16 0 02 May 2023
Learned Focused Plenoptic Image Compression with Microimage Preprocessing and Global AttentionIEEE transactions on multimedia (IEEE TMM), 2023 Kedeng Tong Xin Jin Yuqing Yang Chen Wang Jinshi Kang Fan Jiang 92 8 0 30 Apr 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image CompressionIEEE transactions on multimedia (IEEE TMM), 2023 Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 545 9 0 19 Apr 2023
Computationally-Efficient Neural Image Compression with Shallow DecodersIEEE International Conference on Computer Vision (ICCV), 2023 Jianlong Wu Stephan Mandt 281 37 0 13 Apr 2023
Are Visual Recognition Models Robust to Image Compression? Joao Maria Janeiro Stanislav Frolov Alaaeldin El-Nouby Jakob Verbeek VLM 163 4 0 10 Apr 2023
Volumetric Attribute Compression for 3D Point Clouds using Feedforward Network with Geometric AttentionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Tam Thuc Do P. Chou Gene Cheung 3DPC 239 5 0 01 Apr 2023
Learned Image Compression with Mixed Transformer-CNN ArchitecturesComputer Vision and Pattern Recognition (CVPR), 2023 Jinming Liu Heming Sun J. Katto 310 346 0 27 Mar 2023
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image CompressionInternational Conference on Information Photonics (ICIP), 2023 Kedeng Tong Yaojun Wu Yue Li Kai Zhang Li Zhang Xin Jin MQ 207 23 0 10 Mar 2023
BIRD-PCC: Bi-directional Range Image-based Deep LiDAR Point Cloud CompressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Chia-Sheng Liu Jia-Fong Yeh Hao Hsu Hung-Ting Su Ming-Sui Lee Winston H. Hsu 106 9 0 07 Mar 2023
Interactive Face Video Coding: A Generative Compression FrameworkIEEE Transactions on Image Processing (IEEE TIP), 2023 Bo Chen Zhao Wang Binzhe Li Shurun Wang Shiqi Wang Yan Ye VGen 269 25 0 20 Feb 2023
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria Hossam Amer Sepide Shaterian En-Hui Yang VLM 78 1 0 19 Feb 2023
Multistage Spatial Context Models for Learned Image CompressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Fangzheng Lin Heming Sun Jinming Liu J. Katto 144 23 0 18 Feb 2023
EVC: Towards Real-Time Neural Image Compression with Mask DecayInternational Conference on Learning Representations (ICLR), 2023 G. Wang Jiahao Li Bin Li Yan Lu 258 88 0 10 Feb 2023
Hyperspectral Image Compression Using Implicit Neural RepresentationCanadian Conference on Computer and Robot Vision (CRV), 2023 Shima Rezasoltani Faisal Z. Qureshi 143 7 0 08 Feb 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood ModelsInternational Conference on Machine Learning (ICML), 2023 Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Edouard Grave Jakob Verbeek 267 83 0 26 Jan 2023
Rate-Perception Optimized Preprocessing for Video Coding Chengqian Ma Zhiqiang Wu Chunlei Cai Pengwei Zhang Yi Wang Long Zheng Chao Chen Quan Zhou 160 6 0 25 Jan 2023
LDMIC: Learning-based Distributed Multi-view Image CodingInternational Conference on Learning Representations (ICLR), 2023 Xinjie Zhang Jiawei Shao Jun Zhang 170 19 0 24 Jan 2023
Modality-Agnostic Variational Compression of Implicit Neural RepresentationsInternational Conference on Machine Learning (ICML), 2023 Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 248 28 0 23 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 229 34 0 13 Jan 2023
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise ModelingComputer Vision and Pattern Recognition (CVPR), 2022 Shishira R. Maiya Sharath Girish Max Ehrlich Hanyu Wang Kwot Sin Lee Patrick Poirson Pengxiang Wu Chen Wang Abhinav Shrivastava VGen 176 53 0 30 Dec 2022
Learned Hierarchical B-frame Coding with Adaptive Feature Modulation for YUV 4:2:0 ContentInternational Symposium on Circuits and Systems (ISCAS), 2022 Muji Chen Hongfu Xie Cheng Chien Wen-Hsiao Peng Hsueh-Ming Hang 130 2 0 29 Dec 2022
Multi-Realism Image Compression with a Conditional GeneratorComputer Vision and Pattern Recognition (CVPR), 2022 E. Agustsson David C. Minnen G. Toderici Fabian Mentzer 204 94 0 28 Dec 2022
Latent Discretization for Continuous-time Sequence Compression Ricky T. Q. Chen Matt Le Matthew Muckley Maximilian Nickel Karen Ullrich 210 0 0 28 Dec 2022
Content Adaptive Latents and Decoder for Neural Image CompressionEuropean Conference on Computer Vision (ECCV), 2022 Guanbo Pan Guo Lu Zhihao Hu Dong Xu 301 31 0 20 Dec 2022
Image Compression with Product Quantized Masked Image Modeling Alaaeldin El-Nouby Matthew Muckley Karen Ullrich Ivan Laptev Jakob Verbeek Edouard Grave MQ 204 35 0 14 Dec 2022
Device Interoperability for Learned Image Compression with Weights and Activations QuantizationPicture Coding Symposium (PCS), 2022 Esin Koyuncu T. Solovyev Elena Alshina Andre Kaup 111 14 0 02 Dec 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 152 29 0 14 Nov 2022
MLIC: Multi-Reference Entropy Model for Learned Image CompressionACM Multimedia (ACM MM), 2022 Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 503 123 0 14 Nov 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 277 35 0 13 Nov 2022
TINC: Tree-structured Implicit Neural CompressionComputer Vision and Pattern Recognition (CVPR), 2022 Runzhao Yang Tingxiong Xiao Yuxiao Cheng J. Suo Qionghai Dai 280 14 0 12 Nov 2022
Universal Deep Image Compression via Content-Adaptive Optimization with AdaptersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa 152 22 0 02 Nov 2022
Improving Multi-generation Robustness of Learned Image CompressionIEEE International Conference on Multimedia and Expo (ICME), 2022 Litian Li Zheng Yang Ronggang Wang 219 4 0 31 Oct 2022
SINCO: A Novel structural regularizer for image compression using implicit neural representationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Harry Gao Weijie Gan Zhixin Sun Ulugbek S. Kamilov AI4CE 178 6 0 26 Oct 2022
Reducing The Mismatch Between Marginal and Learned Distributions in Neural Video CompressionVisual Communications and Image Processing (VCIP), 2022 M. Balcilar B. Damodaran Pierre Hellier 102 2 0 12 Oct 2022
Attention-Based Generative Neural Image Compression on Solar Dynamics ObservatoryInternational Conference on Machine Learning and Applications (ICMLA), 2022 Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi B. Thompson D. D. Silva M. Kirk 179 11 0 12 Oct 2022
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image CompressionPicture Coding Symposium (PCS), 2022 Oussama Jourairi M. Balcilar Anne Lambert Franccois Schnitzler 101 4 0 10 Oct 2022
Invertible Rescaling Network and Its ExtensionsInternational Journal of Computer Vision (IJCV), 2022 Mingqing Xiao Shuxin Zheng Yu Xie Zhouchen Lin Tie-Yan Liu 160 34 0 09 Oct 2022
Leveraging progressive model and overfitting for efficient learned image compression Honglei Zhang Francesco Cricri Hamed R. Tavakoli Emre B. Aksu M. Hannuksela 164 2 0 08 Oct 2022
Privacy-Preserving Feature Coding for MachinesPicture Coding Symposium (PCS), 2022 Bardia Azizian Ivan V. Bajić 149 5 0 03 Oct 2022
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical DataAAAI Conference on Artificial Intelligence (AAAI), 2022 Runzhao Yang Tingxiong Xiao Yuxiao Cheng Qi Cao Jinyuan Qu J. Suo Qionghai Dai 338 23 0 30 Sep 2022
Correcting the Sub-optimal Bit Allocation Tongda Xu Han-yi Gao Yuanyuan Wang Hongwei Qin Yan Wang Jingjing Liu Ya Zhang 190 1 0 29 Sep 2022
Multi-Sample Training for Neural Image CompressionNeural Information Processing Systems (NeurIPS), 2022 Tongda Xu Yan Wang Dailan He Chenjian Gao Han-yi Gao Kun Liu Hongwei Qin 199 5 0 28 Sep 2022
Bit Allocation using OptimizationInternational 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 215 21 0 20 Sep 2022
Flexible Neural Image Compression via Code EditingNeural Information Processing Systems (NeurIPS), 2022 Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 163 29 0 19 Sep 2022
Lossy Image Compression with Conditional Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2022 Ruihan Yang Stephan Mandt DiffM 451 196 0 14 Sep 2022
High-Fidelity Variable-Rate Image Compression via Invertible Activation TransformationACM Multimedia (ACM MM), 2022 Shi-zhong Cai Zhijun Zhang Liqun Chen Luxin Yan Sheng Zhong Xu Zou DRL 248 15 0 12 Sep 2022
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image CompressionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yuanchao Bai Xianming Liu Kai Wang Xiangyang Ji Xiaoling Wu Wen Gao 173 41 0 11 Sep 2022
Learning sparse auto-encoders for green AI image codingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Cyprien Gille F. Guyard Marc Antonini Michel Barlaud 126 3 0 09 Sep 2022