Variable Rate Image Compression with Recurrent Neural Networks

19 November 2015

Papers citing "Variable Rate Image Compression with Recurrent Neural Networks"

50 / 77 papers shown

Title
LimitNet: Progressive, Content-Aware Image Offloading for Extremely Weak Devices & Networks A. Hojjat Janek Haberer Tayyaba Zainab Olaf Landsiedel 39 3 0 18 Apr 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
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang L. Zhang Siwei Ma Qingming Huang 69 1 0 10 Feb 2025
Efficient Progressive Image Compression with Variance-aware Masking Alberto Presta Enzo Tartaglione A. Fiandrotti Marco Grangetto Pamela Cosman 34 0 0 15 Nov 2024
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 27 0 0 28 Oct 2024
AICT: An Adaptive Image Compression Transformer Ahmed Ghorbel W. Hamidouche L. Morin ViT 31 5 0 12 Jul 2023
Compression of GPS Trajectories using Autoencoders Michael Kölle Steffen Illium Carsten Hahn Lorenz Schauer Johannes Hutter Claudia Linnhoff-Popien 23 1 0 18 Jan 2023
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 28 22 0 20 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
Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi B. Thompson D. D. Silva M. Kirk 13 9 0 12 Oct 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 46 24 0 19 Sep 2022
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 16 16 0 07 Sep 2022
Learned Lossless Image Compression With Combined Autoregressive Models And Attention Modules Ran Wang Jinming Liu Heming Sun J. Katto 31 0 0 30 Aug 2022
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing Parual Datta Nilesh A. Ahuja V. Somayazulu Omesh Tickoo 11 13 0 24 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang F. Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
Optimizing Image Compression via Joint Learning with Denoising Ka Leong Cheng Yueqi Xie Qifeng Chen 57 15 0 22 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 432 0 19 Jul 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 29 36 0 05 Jul 2022
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction Zhihao Hu Guo Lu Jinyang Guo Shan Liu Wei Jiang Dong Xu 25 92 0 15 Jun 2022
CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability Charles Bonnineau W. Hamidouche J. Travers N. Sidaty Jean-Yves Aubié Olivier Déforges 25 2 0 01 Feb 2022
Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder A. Mali Alexander Ororbia Daniel Kifer C. Lee Giles 28 9 0 27 Jan 2022
An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems A. Mali Alexander Ororbia Daniel Kifer L. Giles 19 4 0 27 Jan 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 27 35 0 23 Jan 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 21 2 0 17 Jan 2022
DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression Yi Ma Yongqi Zhai Ronggang Wang 34 11 0 04 Jan 2022
A New Image Codec Paradigm for Human and Machine Uses Sien Chen Jian Jin Lili Meng Weisi Lin Zhuo Chen Tsui-Shan Chang Zhen Li Huaxiang Zhang 33 6 0 19 Dec 2021
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 29 51 0 17 Dec 2021
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition Network Hochang Rhee Y. Jang Seyun Kim N. Cho 25 29 0 13 Dec 2021
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 26 28 0 17 Nov 2021
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models Daniel Bogdoll Johannes Jestram Jonas Rauch Christin Scheib Moritz Wittig J. Marius Zöllner 23 9 0 05 Nov 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 34 272 0 30 Sep 2021
End-to-End Image Compression with Probabilistic Decoding Haichuan Ma Dong Liu Cunhui Dong Li Li Feng Wu 19 1 0 30 Sep 2021
Perceptual Learned Video Compression with Recurrent Conditional GAN Ren Yang Radu Timofte Luc Van Gool 22 31 0 07 Sep 2021
Pragmatic Image Compression for Human-in-the-Loop Decision-Making S. Reddy Anca Dragan Sergey Levine OffRL 38 13 0 07 Jul 2021
ELF-VC: Efficient Learned Flexible-Rate Video Coding Oren Rippel Alexander G. Anderson Kedar Tatwawadi Sanjay Nair Craig Lytle Lubomir D. Bourdev 30 114 0 29 Apr 2021
Spatiotemporal Entropy Model is All You Need for Learned Video Compression Zhenhong Sun Zhiyu Tan Xiuyu Sun Fangyi Zhang Dongyang Li Yichen Qian Hao Li 25 10 0 13 Apr 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 46 47 0 30 Mar 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 23 65 0 29 Mar 2021
Learned Block-based Hybrid Image Compression Yaojun Wu Xin Li Zhizheng Zhang Xin Jin Zhibo Chen 12 56 0 17 Dec 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 12 9 0 29 Sep 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 8 119 0 26 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow Coding Zhihao Hu Zhenghao Chen Dong Xu Guo Lu Wanli Ouyang S. O. O. ScienceTechnology 34 123 0 13 Sep 2020
Channel-Level Variable Quantization Network for Deep Image Compression Zhisheng Zhong Hiroaki Akutsu Kiyoharu Aizawa 19 20 0 15 Jul 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 18 138 0 24 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 37 460 0 17 Jun 2020
Universally Quantized Neural Compression E. Agustsson Lucas Theis MQ 19 89 0 17 Jun 2020
Lossy Compression with Distortion Constrained Optimization T. V. Rozendaal Guillaume Sautière Taco S. Cohen 31 13 0 08 May 2020
Image compression optimized for 3D reconstruction by utilizing deep neural networks Alexander M. Golts Y. Schechner 3DV 29 12 0 27 Mar 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 17 42 0 18 Jan 2020
Approximating Activation Functions Nicholas Gerard Timmons Andrew Rice 17 14 0 17 Jan 2020