Differentiable Microscopy for Content and Task Aware Compressive
Fluorescence Imaging

Differentiable Microscopy for Content and Task Aware Compressive Fluorescence Imaging

28 March 2022

Udith Haputhanthri

Papers citing "Differentiable Microscopy for Content and Task Aware Compressive Fluorescence Imaging"

16 / 16 papers shown

Title
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 175 2,893 0 23 Aug 2021
Multi-element microscope optimization by a learned sensing network with composite physical layers Kanghyun Kim P. C. Konda Colin L. Cooke Ron Appel R. Horstmeyer 18 13 0 27 Jun 2020
Physics-enhanced machine learning for virtual fluorescence microscopy Colin L. Cooke Fanjie Kong A. Chaware Kevin C Zhou Kanghyun Kim Rong Xu D. Ando Samuel J. Yang P. C. Konda R. Horstmeyer AI4CE 117 17 0 09 Apr 2020
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection He Sun Adrian Dalca Katherine Bouman 47 15 0 23 Mar 2020
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters V. Pronina Filippos Kokkinos Dmitry V. Dylov Stamatios Lefkimmiatis 35 26 0 25 Nov 2019
Towards an Intelligent Microscope: adaptively learned illumination for optimal sample classification A. Chaware Colin L. Cooke Kanghyun Kim R. Horstmeyer 39 11 0 22 Oct 2019
Data-Driven Design for Fourier Ptychographic Microscopy Michael R. Kellman E. Bostan Michael Chen Laura Waller 36 62 0 08 Apr 2019
Activation Functions: Comparison of trends in Practice and Research for Deep Learning S. Bodenstedt Dominik Rivoir A. Gachagan S. T. Mees 88 1,276 0 08 Nov 2018
Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging Michael R. Kellman E. Bostan N. Repina Laura Waller 89 125 0 10 Aug 2018
Convolutional neural networks that teach microscopes how to image R. Horstmeyer Richard Y. Chen Barbara Kappes B. Judkewitz 98 59 0 21 Sep 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 104 54 0 23 Jan 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 308 19,612 0 21 Nov 2016
Learning Sensor Multiplexing Design through Back-propagation Ayan Chakrabarti SSL 58 126 0 23 May 2016
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 43 1,166 0 15 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 408 16,947 0 20 Dec 2013