Joint Global and Local Hierarchical Priors for Learned Image Compression

8 December 2021

Jun-Hyuk Kim

Papers citing "Joint Global and Local Hierarchical Priors for Learned Image Compression"

46 / 46 papers shown

Title
Learned Image Compression with Dictionary-based Entropy Model Jingbo Lu Leheng Zhang Xingyu Zhou Mu Li Wen Li Shuhang Gu 51 0 0 01 Apr 2025
Multi-Scale Invertible Neural Network for Wide-Range Variable-Rate Learned Image Compression Hanyue Tu Siqi Wu Li Li Wengang Zhou Yiming Li DRL 36 0 0 27 Mar 2025
The JPEG Pleno Learning-based Point Cloud Coding Standard: Serving Man and Machine André F. R. Guarda Nuno M. M. Rodrigues Fernando Pereira 3DV 42 2 0 13 Mar 2025
FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression H. Fu Jie Liang Zhenman Fang Jingning Han 47 0 0 09 Mar 2025
Interleaved Block-based Learned Image Compression with Feature Enhancement and Quantization Error Compensation Shiqi Jiang Hui Yuan Shuai Li R. Hamzaoui Xu Wang Junyan Huo 58 0 0 24 Feb 2025
Exploiting Latent Properties to Optimize Neural Codecs M. Balcilar B. Damodaran Karam Naser Franck Galpin Pierre Hellier 34 0 0 03 Jan 2025
Motion Free B-frame Coding for Neural Video Compression Van Thang Nguyen 79 0 0 26 Nov 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression Xi Zhang Xiaolin Wu MQ 62 0 0 25 Nov 2024
Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec Jun-Hyuk Kim Seungeon Kim Won Hee Lee Dokwan Oh 31 0 0 06 Nov 2024
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression Takahiro Shindo Taiju Watanabe Yui Tatsumi Hiroshi Watanabe 28 1 0 10 Oct 2024
Causal Context Adjustment Loss for Learned Image Compression Minghao Han Shiyin Jiang Shengxi Li Xin Deng Mai Xu Ce Zhu Shuhang Gu CML 40 6 0 07 Oct 2024
DeepHQ: Learned Hierarchical Quantizer for Progressive Deep Image Coding Jooyoung Lee Se Yoon Jeong Munchurl Kim MQ 23 3 0 22 Aug 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 34 1 0 06 Aug 2024
Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image Compression Junhui Li Xingsong Hou 32 1 0 17 Jul 2024
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders Daniele Mari Simone Milani DiffM 29 0 0 05 Mar 2024
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression Xinyue Li A. Naman David S. Taubman 27 0 0 29 Feb 2024
Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs Yuxin Xie Li Yu Farhad Pakdaman Moncef Gabbouj 16 2 0 08 Feb 2024
FLLIC: Functionally Lossless Image Compression Xi Zhang Xiaolin Wu 24 0 0 24 Jan 2024
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
Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression Shiyu Qin Yimin Zhou Jinpeng Wang Bin Chen Baoyi An Tao Dai Shu-Tao Xia VLM 40 1 0 23 Nov 2023
Neural-based Compression Scheme for Solar Image Data Ali Zafari Atefeh Khoshkhahtinat Jeremy A. Grajeda P. Mehta Nasser M. Nasrabadi L. Boucheron Barbara J. Thompson M. Kirk D. D. da Silva 15 0 0 06 Nov 2023
Image Coding for Machines with Object Region Learning Takahiro Shindo Taiju Watanabe Kein Yamada Hiroshi Watanabe 36 7 0 27 Aug 2023
Dynamic Kernel-Based Adaptive Spatial Aggregation for Learned Image Compression Huairui Wang Nianxiang Fu Zhenzhong Chen Shanghui Liu 33 2 0 17 Aug 2023
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 39 32 0 28 Jul 2023
ECSIC: Epipolar Cross Attention for Stereo Image Compression Matthias Wödlinger J. Kotera M. Keglevic Jan Xu Robert Sablatnig 27 10 0 18 Jul 2023
ConvNeXt-ChARM: ConvNeXt-based Transform for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin ViT 16 1 0 12 Jul 2023
AICT: An Adaptive Image Compression Transformer Ahmed Ghorbel W. Hamidouche L. Morin ViT 34 5 0 12 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 33 0 0 05 Jul 2023
Exploring Effective Mask Sampling Modeling for Neural Image Compression Lin Liu Mingming Zhao Shanxin Yuan Wenlong Lyu Wen-gang Zhou Houqiang Li Yanfeng Wang Qi Tian 16 3 0 09 Jun 2023
Make Lossy Compression Meaningful for Low-Light Images Shi-zhong Cai Liqun Chen Sheng Zhong Luxin Yan Jiahuan Zhou Xu Zou 20 1 0 24 May 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Chenyang Qi Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 32 9 0 03 Apr 2023
Learned Image Compression with Mixed Transformer-CNN Architectures Jinming Liu Heming Sun J. Katto 12 222 0 27 Mar 2023
LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression Xi Zhang Xiaolin Wu MQ 19 24 0 25 Mar 2023
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Song Park Sanghyuk Chun Byeongho Heo Wonjae Kim Sangdoo Yun VLM ViT 14 8 0 20 Mar 2023
QVRF: A Quantization-error-aware Variable Rate Framework for Learned Image Compression Kedeng Tong Yaojun Wu Yue Li Kai Zhang Li Zhang Xin Jin MQ 129 9 0 10 Mar 2023
Context-Based Trit-Plane Coding for Progressive Image Compression S. Jeon K. Choi Youngo Park Chang-Su Kim 27 17 0 10 Mar 2023
Neural Video Compression with Diverse Contexts Jiahao Li Bin Li Yan Lu 34 143 0 28 Feb 2023
EVC: Towards Real-Time Neural Image Compression with Mask Decay G. Wang Jiahao Li Bin Li Yan Lu 22 63 0 10 Feb 2023
Group Generalized Mean Pooling for Vision Transformer ByungSoo Ko Han-Gyu Kim Byeongho Heo Sangdoo Yun Sanghyuk Chun Geonmo Gu Wonjae Kim ViT 27 1 0 08 Dec 2022
MLIC: Multi-Reference Entropy Model for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Peirong Ning Feng Gao Ronggang Wang 30 76 0 14 Nov 2022
Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain Yujun Huang Bin Chen Shiyu Qin Jiawei Li Yaowei Wang Tao Dai Shutao Xia 13 5 0 06 Sep 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 37 36 0 05 Jul 2022
High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregation Ming Lu Fangdong Chen Shiliang Pu Zhan Ma 39 44 0 25 Apr 2022
Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules H. Fu F. Liang Jianping Lin Bing Li Mohammad Akbari Jie Liang Guohe Zhang Dong Liu Chengjie Tu Jingning Han 26 53 0 14 Jul 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers Shuyang Sun Xiaoyu Yue S. Bai Philip Torr 50 27 0 13 Jul 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 265 621 0 21 May 2021