Utpal Garain

Utpal Garain

Indian Statistical Institute

H-index: 32

Asia-India

About Utpal Garain

Utpal Garain, With an exceptional h-index of 32 and a recent h-index of 20 (since 2020), a distinguished researcher at Indian Statistical Institute, specializes in the field of Deep Learning, AI Systems, NLP, Image/Video/Sensor Data Analytics.

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

Criticality-aware Deconfounded Classification of Long-tailed Multi-label 12-lead Electrocardiogram

LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications

DOST--Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels

Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering

HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments

Method and System for contradiction Avoided Learning for Multi-class Multilabel Classification

ChessVision--A Dataset for Logically Coherent Multi-label Classification

Method and System for Evaluating Clinical Efficiency of Multi-label Multiclass Computational Diagnostic Models

Utpal Garain Information

University

Position

___

Citations(all)

3254

Citations(since 2020)

1555

Cited By

2261

hIndex(all)

32

hIndex(since 2020)

20

i10Index(all)

74

i10Index(since 2020)

38

Email

University Profile Page

Indian Statistical Institute

Google Scholar

View Google Scholar Profile

Utpal Garain Skills & Research Interests

Deep Learning

AI Systems

NLP

Image/Video/Sensor Data Analytics

Top articles of Utpal Garain

Title

Journal

Author(s)

Publication Date

Criticality-aware Deconfounded Classification of Long-tailed Multi-label 12-lead Electrocardiogram

Trisrota Deb

Ishan Sahu

Arijit Ukil

Arpan Pal

Sundeep Khandelwal

...

2024/3/11

LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications

arXiv preprint arXiv:2401.17029

Rahul Shah

Soumadeep Saha

Purba Mukherjee

Utpal Garain

Supratik Pal

2024/1/30

DOST--Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels

arXiv preprint arXiv:2308.05101

Soumadeep Saha

Utpal Garain

Arijit Ukil

Arpan Pal

Sundeep Khandelwal

2023/8/9

Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering

Computational Linguistics

Akshay Chaturvedi

Swarnadeep Bhar

Soumadeep Saha

Utpal Garain

Nicholas Asher

2023/3/1

HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments

arXiv preprint arXiv:2312.13193

Neeraj Kumar Singh

Koyel Ghosh

Joy Mahapatra

Utpal Garain

Apurbalal Senapati

2023/12/20

Method and System for contradiction Avoided Learning for Multi-class Multilabel Classification

Utpal Garain

Soumadeep Saha

Arijit Ukil

Arpan Pal

2023

ChessVision--A Dataset for Logically Coherent Multi-label Classification

arXiv preprint arXiv:2311.12610

Soumadeep Saha

Utpal Garain

2023/11/21

Method and System for Evaluating Clinical Efficiency of Multi-label Multiclass Computational Diagnostic Models

Utpal Garain

Soumadeep Saha

Arijit Ukil

Trisrota Deb

Sai Chander Richa

...

2023

Pathologist-Like Explanations Unveiled: an Explainable Deep Learning System for White Blood Cell Classification

arXiv preprint arXiv:2310.13279

Aditya Shankar Pal

Debojyoti Biswas

Joy Mahapatra

Debasis Banerjee

Prantar Chakrabarti

...

2023/10/20

MedTric: A clinically applicable metric for evaluation of multi-label computational diagnostic systems

PLoS One

Soumadeep Saha

Utpal Garain

Arijit Ukil

Arpan Pal

Sundeep Khandelwal

2023/8/10

MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess

Computers in Biology and Medicine

Anabik Pal

Akshay Chaturvedi

Aditi Chandra

Raghunath Chatterjee

Swapan Senapati

...

2022/1/1

On noise abduction for answering counterfactual queries: A practical outlook

Saptarshi Saha

Utpal Garain

2022/10/24

Systems and methods for obtaining optimal mother wavelets for facilitating machine learning tasks

2022/10/18

A Deep Learning Framework for Anaphora Resolution from Social Media Text

Baidya Nath Saha

Apurbalal Senapati

Utpal Garain

2022/6/26

An analysis of transformer-based models for code-mixed conversational hate-speech identification

Proceedings of FIRE

Neeraj Kumar Singh

Utpal Garain

2022

Baseline bert models for conversational hate speech detection in code-mixed tweets utilizing data augmentation and offensive language identification in marathi

Forum for Information Retrieval Evaluation (Working Notes)(FIRE). CEUR-WS. org

Koyel Ghosh

Apurbalal Senapati

Utpal Garain

2022

Attention Residual Capsule Network for Dermoscopy Image Classification

Anabik Pal

Sounak Ray

Sameer Antani

Utpal Garain

2022/11/4

Ignorance is bliss: Exploring defenses against invariance-based attacks on neural machine translation systems

IEEE Transactions on Artificial Intelligence

Akshay Chaturvedi

Abhisek Chakrabarty

Masao Utiyama

Eiichiro Sumita

Utpal Garain

2021/11/11

Pick-object-attack: Type-specific adversarial attack for object detection

Computer Vision and Image Understanding

Omid Mohamad Nezami

Akshay Chaturvedi

Mark Dras

Utpal Garain

2021/10/1

Exploring structural encoding for data-to-text generation

Joy Mahapatra

Utpal Garain

2021/8

See List of Professors in Utpal Garain University(Indian Statistical Institute)

Co-Authors

H-index: 63
Bidyut Baran Chaudhuri

Bidyut Baran Chaudhuri

Indian Statistical Institute

H-index: 35
Richard Zanibbi

Richard Zanibbi

Rochester Institute of Technology

H-index: 30
Raghunath Chatterjee

Raghunath Chatterjee

Indian Statistical Institute

H-index: 23
Harold Mouchère

Harold Mouchère

Université de Nantes

H-index: 8
Akshay Chaturvedi

Akshay Chaturvedi

Indian Statistical Institute

H-index: 7
Ankush Roy

Ankush Roy

University of Alberta

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