Neural-based Video Compression on Solar Dynamics Observatory Images

Neural-based Video Compression on Solar Dynamics Observatory Images

12 July 2024

Atefeh Khoshkhahtinat

Nasser M. Nasrabadi

Barbara J. Thompson

Papers citing "Neural-based Video Compression on Solar Dynamics Observatory Images"

17 / 17 papers shown

Title
MPTQ-ViT: Mixed-Precision Post-Training Quantization for Vision Transformer Y. Tai An-Yeu Wu Wu MQ 47 6 0 26 Jan 2024
LRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation Navin Ranjan Andreas E. Savakis MQ 38 6 0 20 Jan 2024
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 23 9 0 12 Oct 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 74 30,021 0 01 Mar 2022
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 31 38 0 26 Jul 2021
FVC: A New Framework towards Deep Video Compression in Feature Space Zhihao Hu Guo Lu Dong Xu 37 250 0 20 May 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 207 6,657 0 23 Dec 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 31 687 0 30 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 126 4,993 0 08 Oct 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 34 409 0 17 Jul 2020
M-LVC: Multiple Frames Prediction for Learned Video Compression Jianping Lin Dong Liu Houqiang Li Feng Wu 32 217 0 21 Apr 2020
Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 27 204 0 04 Mar 2020
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 45 319 0 18 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 171 11,610 0 11 Jan 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 256 26,241 0 05 Sep 2017
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 82 244 0 18 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 288 149,474 0 22 Dec 2014