Variable Rate Image Compression with Recurrent Neural Networks

19 November 2015

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

50 / 85 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 Li Zhang Siwei Ma Qingming Huang 72 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 34 5 0 12 Jul 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 38 6 0 19 Apr 2023
Compression of GPS Trajectories using Autoencoders Michael Kölle Steffen Illium Carsten Hahn Lorenz Schauer Johannes Hutter Claudia Linnhoff-Popien 28 1 0 18 Jan 2023
Content Adaptive Latents and Decoder for Neural Image Compression Guanbo Pan Guo Lu Zhihao Hu Dong Xu 36 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
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 21 26 0 13 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
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression Yuanchao Bai Xianming Liu Kai Wang Xiangyang Ji Xiaoling Wu Wen Gao 29 22 0 11 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 19 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 60 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 34 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 30 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 29 36 0 23 Jan 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 26 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 31 51 0 17 Dec 2021
LC-FDNet: Learned Lossless Image Compression with Frequency Decomposition Network Hochang Rhee Y. Jang Seyun Kim N. Cho 30 29 0 13 Dec 2021
DPICT: Deep Progressive Image Compression Using Trit-Planes Jae-Han Lee S. Jeon K. Choi Youngo Park Chang-Su Kim 18 29 0 12 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 31 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 25 9 0 05 Nov 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 36 272 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
Enhanced Invertible Encoding for Learned Image Compression Yueqi Xie Ka Leong Cheng Qifeng Chen 41 189 0 08 Aug 2021
Pragmatic Image Compression for Human-in-the-Loop Decision-Making S. Reddy Anca Dragan Sergey Levine OffRL 44 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 41 115 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 27 10 0 13 Apr 2021
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets Jia Wang Tong Sun Benyuan Liu Yu Cao Hongwei Zhu AI4TS 21 63 0 08 Apr 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 46 48 0 30 Mar 2021
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 31 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 36 123 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