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20 Publications
13 Journals
Angshuman Paul
Assistant Professor
Department of Computer Science & Engineering
apaul@iitj.ac.in (Work)
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Publications - 20
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Publications (20)
Publications (20)
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Articles
Discriminative ensemble learning for few-shot chest x-ray diagnosis
Angshuman Paul
,
Y.-X. Tang
,
...
,
R.M. Summers
(4 authors)
2021 | Elsevier B.V.
Conferences
Learning few-shot chest X-ray diagnosis using images from the published scientific literature
Angshuman Paul
,
T.C. Shen
,
...
,
R.M. Summers
(5 authors)
2021 | IEEE Computer Society
Articles
Generalized Zero-shot Chest X-ray Diagnosis through Trait-Guided Multi-view Semantic Embedding with Self-training
Angshuman Paul
,
T.C. Shen
,
...
,
R.M. Summers
(7 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Fast few-shot transfer learning for disease identification from chest x-ray images using autoencoder ensemble
Angshuman Paul
,
Y.-X. Tang
and
R.M. Summers
2020 | SPIE
Articles
Deterministic dropout for deep neural networks using composite random forest
B. Santra
,
Angshuman Paul
and
D.P. Mukherjee
2020 | Elsevier B.V.
Conferences
COMe-SEE: Cross-modality Semantic Embedding Ensemble for Generalized Zero-Shot Diagnosis of Chest Radiographs
Angshuman Paul
,
T.C. Shen
,
...
,
R.M. Summers
(7 authors)
2020 | Springer Science and Business Media Deutschland GmbH
Conferences
Multilevel UNet for pancreas segmentation from non-contrast CT scans through domain adaptation
S.A. Sriram
,
Angshuman Paul
,
...
,
R.M. Summers
(6 authors)
2020 | SPIE
Articles
Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images
Angshuman Paul
,
D.P. Mukherjee
and
S.T. Acton
2019 | Institute of Electrical and Electronics Engineers Inc.
Articles
Reinforced quasi-random forest
Angshuman Paul
and
D.P. Mukherjee
2019 | Elsevier Ltd
Conferences
Shape Based Speckle Removal for Ultrasound Image Segmentation
Angshuman Paul
,
D.P. Mukherjee
and
S.T. Acton
2019 | IEEE Computer Society
Articles
Improved Random Forest for Classification
Angshuman Paul
,
D.P. Mukherjee
,
...
,
S. Kundu
(6 authors)
2018 | Institute of Electrical and Electronics Engineers Inc.
Articles
Calculation of phase fraction in steel microstructure images using random forest classifier
Angshuman Paul
,
A. Gangopadhyay
,
...
,
S. Kundu
(6 authors)
2018 | Institution of Engineering and Technology
Conferences
Discriminative Autoencoder
Angshuman Paul
,
A. Majumdar
and
D.P. Mukherjee
2018 | IEEE Computer Society
Conferences
Gland segmentation from histology images using informative morphological scale space
Angshuman Paul
and
D.P. Mukherjee
2016 | IEEE Computer Society
Conferences
Reinforced random forest
Angshuman Paul
and
D.P. Mukherjee
2016 | Association for Computing Machinery
Articles
Mitosis Detection for Invasive Breast Cancer Grading in Histopathological Images
Angshuman Paul
and
D.P. Mukherjee
2015 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Regenerative random forest with automatic feature selection to detect mitosis in histopathological breast cancer images
Angshuman Paul
,
A. Dey
,
...
,
V. Tourani
(5 authors)
2015 | Springer Verlag
Conferences
Enhanced random forest for mitosis detection
Angshuman Paul
and
D.P. Mukherjee
2014 | Association for Computing Machinery
Conferences
Semi-automated tracking of muscle satellite cells in brightfield microscopy video
A.S. Chowdhury
,
Angshuman Paul
,
...
,
K. Palaniappan
(5 authors)
2012
Conferences
Digit recognition from pressure sensor data using Euler number and central moments
Angshuman Paul
,
N. Bhattacharya
and
A.S. Chowdhury
2012
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