Debdoot Sheet

About Debdoot Sheet

Debdoot Sheet, With an exceptional h-index of 23 and a recent h-index of 21 (since 2020), a distinguished researcher at Indian Institute of Technology Kharagpur, specializes in the field of Deep Learning, Computational Imaging, Digital Health, Image and Multidimensional Signal Processing, Explainable AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

SERPENT-VLM: Self-Refining Radiology Report Generation Using Vision Language Models

Knowledge Distillation of Convolutional Neural Networks through Feature Map Transformation using Decision Trees

PVA-based Rat Liver Tumor Phantom for Ultrasound Imaging

FedERA: Framework for Federated Learning with Diversified Edge Resource Allocation

Linear Neural Network as a Fast Solver for Dictionary Learning

Frame-level global context modeling for detection and localization of abnormality

CholecTriplet2022: Show me a tool and tell me the triplet—An endoscopic vision challenge for surgical action triplet detection

Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation

Debdoot Sheet Information

University

Position

Assistant Professor EE and AI India

Citations(all)

3286

Citations(since 2020)

2578

Cited By

1614

hIndex(all)

23

hIndex(since 2020)

21

i10Index(all)

52

i10Index(since 2020)

38

Email

University Profile Page

Google Scholar

Debdoot Sheet Skills & Research Interests

Deep Learning

Computational Imaging

Digital Health

Image and Multidimensional Signal Processing

Explainable AI

Top articles of Debdoot Sheet

SERPENT-VLM: Self-Refining Radiology Report Generation Using Vision Language Models

arXiv preprint arXiv:2404.17912

2024/4/27

Knowledge Distillation of Convolutional Neural Networks through Feature Map Transformation using Decision Trees

arXiv preprint arXiv:2403.06089

2024/3/10

Debdoot Sheet
Debdoot Sheet

H-Index: 17

PVA-based Rat Liver Tumor Phantom for Ultrasound Imaging

2023/11/7

Abhishek Kumar
Abhishek Kumar

H-Index: 7

Debdoot Sheet
Debdoot Sheet

H-Index: 17

FedERA: Framework for Federated Learning with Diversified Edge Resource Allocation

Authorea Preprints

2023/10/31

Debdoot Sheet
Debdoot Sheet

H-Index: 17

Linear Neural Network as a Fast Solver for Dictionary Learning

Authorea Preprints

2023/10/30

Frame-level global context modeling for detection and localization of abnormality

Multimedia Tools and Applications

2023/10

Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation

2023/7/10

Rakshith Sathish
Rakshith Sathish

H-Index: 1

Debdoot Sheet
Debdoot Sheet

H-Index: 17

Attention in a Little Network is All You Need to Go Green

2023/4/18

Debdoot Sheet
Debdoot Sheet

H-Index: 17

Designing deep neural high-density compression engines for radiology images

Circuits, Systems, and Signal Processing

2023/2

Design of a System and Method for Optimal selection of Tumor Slice using Linear Ultrasound Imaging for Histopathology

2022/12/8

Abhishek Kumar
Abhishek Kumar

H-Index: 7

Debdoot Sheet
Debdoot Sheet

H-Index: 17

I’m GROOT: a multi head multi GRaph netwOrk recognizing surgical actiOn Triplets✱

2022/12/8

Rachana Sathish
Rachana Sathish

H-Index: 5

Debdoot Sheet
Debdoot Sheet

H-Index: 17

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health: Third MICCAI Workshop, DeCaF 2022, and Second MICCAI …

2022/10/8

Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural Networks

2022/9/18

Distill DSM: Computationally efficient method for segmentation of medical imaging volumes

2021/8/25

Harsh Maheshwari
Harsh Maheshwari

H-Index: 1

Debdoot Sheet
Debdoot Sheet

H-Index: 17

Adversarial training of deep convolutional neural network for multi-organ segmentation from multi-sequence MRI of the abdomen

2021

Local instance and context dictionary-based detection and localization of abnormalities

Machine Vision and Applications

2021/5

Manoj Kumar Sharma
Manoj Kumar Sharma

H-Index: 4

Debdoot Sheet
Debdoot Sheet

H-Index: 17

Federated learning for site aware chest radiograph screening

2021/4/13

Arunava Chakravarty
Arunava Chakravarty

H-Index: 10

Debdoot Sheet
Debdoot Sheet

H-Index: 17

See List of Professors in Debdoot Sheet University(Indian Institute of Technology Kharagpur)

Co-Authors

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