Ministry of Education
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Dr Manisha Verma

vidwan id: 436754
Female

Assistant Professor, Department of Mathematics and Computing
Indian Institute of Technology (Indian School of Mines), Dhanbad

Orchid Icon 0000-0002-5202-4325 Google Scholar Icon 56405124100 Researcher Icon HZE-2868-2023 Google Scholar Icon XA2Qul0AAAAJ

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 51
Books 0
Proceedings 0

Publications

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Scopus

Citations 1134
h-index 14

CrossRef

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Citations 951
h-index 12
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Professional Recognition

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Community & Membership

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Bio

Computer Vision, Deep Learning, Facial Expression Analysis, Medical Imaging

Personal Details

  • Female
  • Assistant Professor , Indian Institute of Technology (Indian School of Mines), Dhanbad
  • IIT (ISM)
Ph.D
Indian Institute of Technology Roorkee 2016
M.Sc.
Indian Institute of Technology Roorkee 2012
B.Sc.
Other Institute 2009
Assistant Professor Sep 2023 – Present
Indian Institute of Technology (Indian School of Mines), Dhanbad | Department of Mathematics and Computing
Post-Doctoral Fellow Nov 2016 – Oct 2017
Indian Institute of Technology Gandhinagar
Research Associate Aug 2016 – Oct 2016
Indian Institute of Technology Gandhinagar

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Co-Authors (7)

R

Dr R Balasubramanian

Indian Institute of Technology Roorkee

Kamlesh Narayan

Dr Kamlesh Narayan Tiwari

Indian Institute of Technology Kharagpur

Partha

Prof Partha Roy

Indian Institute of Technology Roorkee

Parthapratim

Dr Parthapratim Roy

Indian Institute of Technology (Indian School of Mines), Dhanbad

Shanmuganathan

Dr Shanmuganathan Raman

Indian Institute of Technology Gandhinagar

Subrahmanyam

Dr Subrahmanyam Murala

N/A

Sudhakar

Dr Sudhakar Kumawat

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Scholarly Work

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Scholarly Publications

QD-RetNet: Efficient Retinal Disease Classification via Quantized Knowledge Distillation

Open Access
Conference Paper
Year: 2026. Volume: 15918 LNCS , Pages: 279-292 .
Authors: Kumar A.;Verma M.
DOI 10.1007/978-3-031-98694-9_20

Automated grading system of retinal arteriovenous crossing patterns: A deep learning approach replicating ophthalmologist's diagnostic process of arteriolosclerosis

Open Access
Article
PLOS Digital Health. Year: 2023. Volume: 2 , Issue: 1 .
Authors: Li L.;Verma M.;Wang B.;Nakashima Y.;Nagahara H.;Kawasaki R.
DOI 10.1371/journal.pdig.0000174
1

Match them up: visually explainable few-shot image classification

Open Access
Article
Applied Intelligence. Year: 2023. Volume: 53 , Issue: 9 , Pages: 10956-10977 .
Authors: Wang B.;Li L.;Verma M.;Nakashima Y.;Kawasaki R.;Nagahara H.
DOI 10.1007/s10489-022-04072-4
22 19

Multi-label Disengagement and Behavior Prediction in Online Learning

Open Access
Conference Paper
Year: 2022. Volume: 13355 LNCS , Pages: 633-639 .
Authors: Verma M.;Nakashima Y.;Takemura N.;Nagahara H.
DOI 10.1007/978-3-031-11644-5_60
2 2

Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition

Open Access
Article
IEEE Transactions on Pattern Analysis and Machine Intelligence. Year: 2022. Volume: 44 , Issue: 9 , Pages: 4839-4851 .
Authors: Kumawat S.;Verma M.;Nakashima Y.;Raman S.
DOI 10.1109/TPAMI.2021.3076522
27 53

YogaTube: A Video Benchmark for Yoga Action Recognition

Open Access
Conference Paper
Year: 2022.
Authors: Yadav S.K.;Singh G.;Verma M.;Tiwari K.;Pandey H.M.;Akbar S.A.;Corcoran P.
DOI 10.1109/IJCNN55064.2022.9892122
4 5

SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition

Open Access
Conference Paper
Year: 2021. Pages: 1026-1035 .
Authors: Li L.;Wang B.;Verma M.;Nakashima Y.;Kawasaki R.;Nagahara H.
DOI 10.1109/ICCV48922.2021.00108
37 45

MTUNet: Few-Shot Image Classification With Visual Explanations

Open Access
conference-paper
Year: 2021.
Authors: