Manisha Verma

Employment

• Indian Institute of Technology Dhanbad Assistant Professor
  2023 - Present
• Osaka University Researcher
  2018 - 2022
• Indian Institute of Technology Gandhinagar Postdoc
  2016 - 2017
• Indian Institute of Technology Gandhinagar Research Associate
  2016 - 2016

Education

• Indian Institute of Technology Roorkee PhD
  2012 - 2016
• Indian Institute of Technology Roorkee Masters
  2010 - 2012
• University of Rajasthan BSc
  2006 - 2009

Projects & Funding

Projects & funding information is unavailable.

Publications (58)

• Match them up: visually explainable few-shot image classification
  Applied Intelligence 2023 DOI: 10.1007/s10489-022-04072-4
  +Save
• Automated grading system of retinal arteriovenous crossing patterns: A deep learning approach replicating ophthalmologist's diagnostic process of arteriolosclerosis
  PLOS Digital Health 2023 DOI: 10.1371/journal.pdig.0000174
  +Save
• Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition
  IEEE Transactions on Pattern Analysis and Machine Intelligence 2022 DOI: 10.1109/TPAMI.2021.3076522
  +Save
• Multi-label Disengagement and Behavior Prediction in Online Learning
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 DOI: 10.1007/978-3-031-11644-5_60
  +Save
• YogaTube: A Video Benchmark for Yoga Action Recognition
  Proceedings of the International Joint Conference on Neural Networks 2022 DOI: 10.1109/IJCNN55064.2022.9892122
  +Save
• MTUNet: Few-shot image classification with visual explanations
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2021 DOI: 10.1109/CVPRW53098.2021.00259
  +Save
• SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition
  Proceedings of the IEEE International Conference on Computer Vision 2021 DOI: 10.1109/ICCV48922.2021.00108
  +Save
• MTUNet: Few-Shot Image Classification With Visual Explanations
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021
  +Save
• LEARNERS’ EFFICIENCY PREDICTION USING FACIAL BEHAVIOR ANALYSIS
  Proceedings - International Conference on Image Processing, ICIP 2021 DOI: 10.1109/ICIP42928.2021.9506203
  +Save
• Depthwise spatio-temporal STFT convolutional neural networks for human action recognition
  IEEE Transactions on Pattern Analysis and Machine Intelligence 2021
  +Save