Utpal Garain

Orcid: 0000-0001-7207-5018

According to our database1, Utpal Garain authored at least 120 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications.
CoRR, 2024

2023
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments.
CoRR, 2023

ChessVision - A Dataset for Logically Coherent Multi-label Classification.
CoRR, 2023

Pathologist-Like Explanations Unveiled: an Explainable Deep Learning System for White Blood Cell Classification.
CoRR, 2023

DOST - Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels.
CoRR, 2023

2022
On Noise Abduction for Answering Counterfactual Queries: A Practical Outlook.
Trans. Mach. Learn. Res., 2022

Ignorance is Bliss: Exploring Defenses Against Invariance-Based Attacks on Neural Machine Translation Systems.
IEEE Trans. Artif. Intell., 2022

Analyzing Semantic Faithfulness of Language Models via Input Intervention on Conversational Question Answering.
CoRR, 2022

MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess.
Comput. Biol. Medicine, 2022

An Analysis of Transformer-based Models for Code-mixed Conversational Hate-speech Identification.
Proceedings of the Working Notes of FIRE 2022, 2022

Baseline BERT models for Conversational Hate Speech Detection in Code-mixed tweets utilizing Data Augmentation and Offensive Language Identification in Marathi.
Proceedings of the Working Notes of FIRE 2022, 2022

Attention Residual Capsule Network for Dermoscopy Image Classification.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021
Mimic and Fool: A Task-Agnostic Adversarial Attack.
IEEE Trans. Neural Networks Learn. Syst., 2021

Pick-Object-Attack: Type-specific adversarial attack for object detection.
Comput. Vis. Image Underst., 2021

Exploring Structural Encoding for Data-to-Text Generation.
Proceedings of the 14th International Conference on Natural Language Generation, 2021

2020
Attacking VQA Systems via Adversarial Background Noise.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

NeuMorph: Neural Morphological Tagging for Low-Resource Languages - An Experimental Study for Indic Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Even big data is not enough: need for a novel reference modelling for forensic document authentication.
Int. J. Document Anal. Recognit., 2020

2019
A Wide Learning Approach for Interpretable Feature Recommendation for 1-D Sensor Data in IoT Analytics.
Int. J. Autom. Comput., 2019

Invariance-based Adversarial Attack on Neural Machine Translation Systems.
CoRR, 2019

ICDAR 2019 CROHME + TFD: Competition on Recognition of Handwritten Mathematical Expressions and Typeset Formula Detection.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

CNN-based Context Sensitive Lemmatization.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019

2018
Automation of feature engineering for IoT analytics.
SIGBED Rev., 2018

Erratum to "JCLMM: A finite mixture model for clustering of circular-linear data and its application to psoriatic plaque segmentation" [Pattern Recognition 66 (2017) 160-173].
Pattern Recognit., 2018

Skin disease identification from dermoscopy images using deep convolutional neural network.
CoRR, 2018

Psoriasis skin biopsy image segmentation using Deep Convolutional Neural Network.
Comput. Methods Programs Biomed., 2018

Severity Assessment of Psoriatic Plaques Using Deep CNN Based Ordinal Classification.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

CapsDeMM: Capsule Network for Detection of Munro's Microabscess in Skin Biopsy Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

CNN for Text-Based Multiple Choice Question Answering.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Named Entity Recognition with Word Embeddings and Wikipedia Categories for a Low-Resource Language.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

JCLMM: A finite mixture model for clustering of circular-linear data and its application to psoriatic plaque segmentation.
Pattern Recognit., 2017

Identification of Reader Specific Difficult Words by Analyzing Eye Gaze and Document Content.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Hiencor: On mining of a hi-en general purpose parallel corpus from the web.
Proceedings of the 2017 International Conference on Asian Language Processing, 2017

ISI at the SIGMORPHON 2017 Shared Task on Morphological Reinflection.
Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection, 2017

Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
BenLem (A Bengali Lemmatizer) and Its Role in WSD.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Advancing the state of the art for handwritten math recognition: the CROHME competitions, 2011-2014.
Int. J. Document Anal. Recognit., 2016

A Stochastic Approach for Finding Optimal Context in a Contextual Pattern Analysis Task.
IEEE Intell. Syst., 2016

Using Word Embeddings for Automatic Query Expansion.
CoRR, 2016

Towards Wide Learning: Experiments in Healthcare.
CoRR, 2016

A Neural Lemmatizer for Bengali.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Severity grading of psoriatic plaques using deep CNN based multi-task learning.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

ICFHR2016 CROHME: Competition on Recognition of Online Handwritten Mathematical Expressions.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

CAD Patient Classification Using MIMIC-II.
Proceedings of the eHealth 360°, 2016

2015
A novel method for performance evaluation of text chunking.
Lang. Resour. Evaluation, 2015

Machine-assisted authentication of paper currency: an experiment on Indian banknotes.
Int. J. Document Anal. Recognit., 2015

Psoriatic plaque segmentation in skin images.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Language identification from handwritten documents.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Unconstrained Bengali handwriting recognition with recurrent models.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Event extraction from cancer genetics literature.
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

A Computational Approach for Corpus Based Analysis of Reduplicated Words in Bengali.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Mixture model based color clustering for psoriatic plaque segmentation.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Experimenting with Automatic Text-to-Diagram Conversion: A Novel Teaching Aid for the Blind People.
J. Educ. Technol. Soc., 2014

CRF-based Named Entity Recognition @ICON 2013.
CoRR, 2014

Inverse of Low Resolution Line Halftone Images for Document Inspection.
Proceedings of the Computational Forensics, 2014

Analysis of Fluorescent Paper Pulps for Detecting Counterfeit Indian Paper Money.
Proceedings of the Information Systems Security - 10th International Conference, 2014

ICFHR 2014 Competition on Recognition of On-Line Handwritten Mathematical Expressions (CROHME 2014).
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

One-expression classification in Bengali and its role in Bengali-English machine translation.
Proceedings of the 2014 International Conference on Asian Language Processing, 2014

Automatic detection of subject/object drops in Bengali.
Proceedings of the 2014 International Conference on Asian Language Processing, 2014

A Maximum Entropy Based Honorificity Identification for Bengali Pronominal Anaphora Resolution.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013
A Probabilistic Model for Reconstruction of Torn Forensic Documents.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 CROHME: Third International Competition on Recognition of Online Handwritten Mathematical Expressions.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Automatic Selection of Binarization Method for Robust OCR.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Evaluation of Diagrams Produced by Text-to-Graphic Conversion Systems.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Named-Entity Recognition in Bengali.
Proceedings of the 5th 2013 Forum on Information Retrieval Evaluation, 2013

GuiTAR-based Pronominal Anaphora Resolution in Bengali.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Realization of an embeddable light weight Video OCR.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

A probabilistic framework for logo detection and localization in natural scene images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

ICFHR 2012 Competition on Recognition of On-Line Mathematical Expressions (CROHME 2012).
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Anaphora Resolution in Bangla Using Global Discourse Knowledge.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012

Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR'd Text.
Proceedings of the COLING 2012, 2012

2011
EMERS: a tree matching-based performance evaluation of mathematical expression recognition systems.
Int. J. Document Anal. Recognit., 2011

CROHME2011: Competition on Recognition of Online Handwritten Mathematical Expressions.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Weighted Finite-State Transducer (WFST)-Based Language Model for Online Indic Script Handwriting Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Overview of the FIRE 2011 RISOT Task.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

Maryland at FIRE 2011: Retrieval of OCR'd Bengali.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

2010
Authentication of currency notes through printing technique verification.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Color Feature Based Approach for Determining Ink Age in Printed Documents.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Role of Synthetically Generated Samples on Speech Recognition in a Resource-Scarce Language.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Mash up of Breaking News and Contextual Web Information: A Novel Service for Connected Television.
Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

2009
Robust Text Line, Word And Character Extraction from Telugu Document Image.
Proceedings of the Second International Conference on Emerging Trends in Engineering & Technology, 2009

Off-Line Multi-Script Writer Identification Using AR Coefficients.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Machine Authentication of Security Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Identification of Mathematical Expressions in Document Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Fast Method for Detection of Video Shot Boundaries Using Compressed Domain Features of H.264 for PVR Enabled Set Top Boxes: A Novel Approach.
Proceedings of the First International Conference on Computational Intelligence, 2009

2008
Prototype reduction using an artificial immune model.
Pattern Anal. Appl., 2008

Machine dating of manuscripts written by an individual.
J. Electronic Imaging, 2008

A review of methods for automatic understanding of natural language mathematical problems.
Artif. Intell. Rev., 2008

Summarization of compressed text images: an experience on Indic script documents.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

On Automatic Authenticity Verification of Printed Security Documents.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Machine reading of camera-held low quality text images: An ICA-based image enhancement approach for improving OCR accuracy.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Stop word detection in compressed textual images: An experiment on indic script documents.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic Diagram Drawing Based on Natural Language Text Understanding.
Proceedings of the Diagrammatic Representation and Inference, 5th International Conference, 2008

2007
Machine Dating of Handwritten Manuscripts.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

On construction of a geometryNet.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006
On foreground - background separation in low quality document images.
Int. J. Document Anal. Recognit., 2006

Summarization of JBIG2 Compressed Indian Language Textual Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Improvement of OCR Accuracy by Similar Character Pair Discrimination: an Approach based on Artificial Immune System.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Lossless Compression of Textual Images: A Study on Indic Script Documents.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Recognition of Handwritten Indic Script Using Clonal Selection Algorithm.
Proceedings of the Artificial Immune Systems, 5th International Conference, 2006

A novel technique for the watermarking of symbolically compressed documents.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005
A corpus for OCR research on mathematical expressions.
Int. J. Document Anal. Recognit., 2005

On Foreground-Background Separation in Low Quality Color Document Images.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

An Approach for Stemming in Symbolically Compressed Indian Language Imaged Documents.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Segmentation of Touching Symbols for OCR of Printed Mathematical Expressions: An Approach based on Multifactorial Analysis.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
Recognition of online handwritten mathematical expressions.
IEEE Trans. Syst. Man Cybern. Part B, 2004

A Multiple-Classifier System for Recognition of Printed Mathematical Symbols.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Identification of Embedded Mathematical Expressions in Scanned Documents.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Automatic Understanding of Structures in Printed Mathematical Expressions.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

On Machine Understanding of Online Handwritten Mathematical Expressions.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Compression of scan-digitized Indian language printed text: a soft pattern matching technique.
Proceedings of the 2003 ACM Symposium on Document Engineering, 2003

2002
Online Handwritten Indian Script Recognition: A Human Motor Function Based Framework.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

On OCR of Degraded Documents Using Fuzzy Multifactorial Analysis.
Proceedings of the Advances in Soft Computing, 2002

2001
Extraction of type style-based meta-information from imaged documents.
Int. J. Document Anal. Recognit., 2001

Segmentation of Touching Characters in Printed Devnagari and Bangla Scripts Using Fuzzy Multifactorial Analysis.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
An Approach for Recognition and Interpretation of Mathematical Expressions in Printed Document.
Pattern Anal. Appl., 2000

A Syntactic Approach for Processing Mathematical Expressions in Printed Documents.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Automatic detection of italic, bold and all-capital words in document images.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Compound character recognition by run-number-based metric distance.
Proceedings of the Document Recognition V, San Jose, CA, USA, January 24, 1998, 1998

An Approach for Processing Mathematical Expressions in Printed Document.
Proceedings of the Document Analysis Systems: Theory and Practice, Third IAPR Workshop, 1998


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