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Biraja Ghoshal
ORCID
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 12
Top Topics
Deep Learning
Binding Peptides
Weakly Supervised
Unsupervised Learning
Top Venues
CoRR
CBMS
IDA
AIME
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Publications
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Biraja Ghoshal
,
Allan Tucker
On Calibrated Model Uncertainty in Deep Learning.
CoRR
(2022)
Biraja Ghoshal
,
Bhargab Ghoshal
,
Allan Tucker
Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading.
CoRR
(2022)
Biraja Ghoshal
,
Bhargab Ghoshal
,
Allan Tucker
Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading.
MIUA
(2022)
Biraja Ghoshal
,
Allan Tucker
On Cost-Sensitive Calibrated Uncertainty in Deep Learning: An application on COVID-19 detection.
CBMS
(2021)
Biraja Ghoshal
,
Allan Tucker
Hyperspherical Weight Uncertainty in Neural Networks.
IDA
(2021)
Bhargab Ghoshal
,
Biraja Ghoshal
,
Stephen Swift
,
Allan Tucker
Uncertainty Estimation in SARS-CoV-2 B-cell Epitope Prediction for Vaccine Development.
CoRR
(2021)
Bhargab Ghoshal
,
Biraja Ghoshal
,
Stephen Swift
,
Allan Tucker
Uncertainty Estimation in SARS-CoV-2 B-Cell Epitope Prediction for Vaccine Development.
AIME
(2021)
Biraja Ghoshal
,
Stephen Swift
,
Allan Tucker
Bayesian Deep Active Learning for Medical Image Analysis.
AIME
(2021)
Biraja Ghoshal
,
Allan Tucker
,
Bal Sanghera
,
Wai Lup Wong
Estimating uncertainty in deep learning for reporting confidence to clinicians in medical image segmentation and diseases detection.
Comput. Intell.
37 (2) (2021)
Biraja Ghoshal
,
Allan Tucker
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection.
CoRR
(2020)
Biraja Ghoshal
,
Cecilia Lindskog
,
Allan Tucker
Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics.
IDA
(2020)
Biraja Ghoshal
,
Allan Tucker
,
Bal Sanghera
,
Wai Lup Wong
Estimating Uncertainty in Deep Learning for Reporting Confidence to Clinicians when Segmenting Nuclei Image Data.
CBMS
(2019)