Multi-spectral Entropy Constrained Neural Compression of Solar Imagery

Multi-spectral Entropy Constrained Neural Compression of Solar Imagery

19 September 2023

Atefeh Khoshkhahtinat

Nasser M. Nasrabadi

Barbara J. Thompson

Papers citing "Multi-spectral Entropy Constrained Neural Compression of Solar Imagery"

15 / 15 papers shown

Title
BiFormer: Vision Transformer with Bi-Level Routing Attention Lei Zhu Xinjiang Wang Zhanghan Ke Wayne Zhang Rynson W. H. Lau 172 506 0 15 Mar 2023
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 40 9 0 12 Oct 2022
Deep Active Ensemble Sampling For Image Classification S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 55 9 0 11 Oct 2022
Global Context Vision Transformers Ali Hatamizadeh Hongxu Yin Greg Heinrich Jan Kautz Pavlo Molchanov ViT 62 125 0 20 Jun 2022
MaxViT: Multi-Axis Vision Transformer Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li ViT 105 657 0 04 Apr 2022
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning Kunchang Li Yali Wang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 108 248 0 12 Jan 2022
Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan S. Song Li Erran Li Gao Huang ViT 72 476 0 03 Jan 2022
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 72 51 0 17 Dec 2021
Transformer-based Image Compression Ming Lu Peiyao Guo Huiqing Shi Chuntong Cao Zhan Ma ViT 90 105 0 12 Nov 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 483 3,699 0 24 Feb 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 127 1,671 0 01 Dec 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 165 1,570 0 30 Sep 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 65 409 0 17 Jul 2020
On the Relationship between Self-Attention and Convolutional Layers Jean-Baptiste Cordonnier Andreas Loukas Martin Jaggi 103 534 0 08 Nov 2019
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 93 244 0 18 Jul 2016