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Probabilistic Spatial Analysis in Quantitative Microscopy with
  Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density
  Maps

Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps

23 February 2021
Alvaro Gomariz
Tiziano Portenier
C. Nombela-Arrieta
O. Goksel
    UQCV
ArXivPDFHTML

Papers citing "Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps"

3 / 3 papers shown
Title
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation
Zhengxiong Luo
Zhicheng Wang
Yan Huang
T. Tan
Erjin Zhou
115
141
0
30 Dec 2020
Bayesian Convolutional Neural Networks with Bernoulli Approximate
  Variational Inference
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference
Y. Gal
Zoubin Ghahramani
UQCV
BDL
197
745
0
06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,136
0
06 Jun 2015
1