Utpal Garain

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 52

Top Venues

CoRR

ICDAR

ACM Trans. Asian Low Resour. Lang. Inf. Process.

IALP

Publications

Soumadeep Saha, Sutanoya Chakraborty, Saptarshi Saha, Utpal Garain
Language Models are Crossword Solvers. CoRR (2024)
Akshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha, Utpal Garain, Nicholas Asher
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering. Comput. Linguistics 50 (1) (2024)
Rahul Shah, Soumadeep Saha, Purba Mukherjee, Utpal Garain, Supratik Pal
LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications. CoRR (2024)
Trisrota Deb, Ishan Sahu, Arijit Ukil, Arpan Pal, Sundeep Khandelwal, Utpal Garain
Criticality-aware Deconfounded Classification of Long-tailed Multi-label 12-lead Electrocardiogram. PerCom Workshops (2024)
Saptarshi Saha, Utpal Garain
Region Mixup. Tiny Papers @ ICLR (2024)
Joy Mahapatra, Utpal Garain
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation. CoRR (2024)
Soumadeep Saha, Utpal Garain
ChessVision - A Dataset for Logically Coherent Multi-label Classification. CoRR (2023)
Soumadeep Saha, Utpal Garain, Arijit Ukil, Arpan Pal, Sundeep Khandelwal
DOST - Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels. CoRR (2023)
Neeraj Kumar Singh, Koyel Ghosh, Joy Mahapatra, Utpal Garain, Apurbalal Senapati
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments. CoRR (2023)
Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Utpal Garain
Pathologist-Like Explanations Unveiled: an Explainable Deep Learning System for White Blood Cell Classification. CoRR (2023)
Koyel Ghosh, Apurbalal Senapati, Utpal Garain
Baseline BERT models for Conversational Hate Speech Detection in Code-mixed tweets utilizing Data Augmentation and Offensive Language Identification in Marathi. FIRE (Working Notes) (2022)
Saptarshi Saha, Utpal Garain
On Noise Abduction for Answering Counterfactual Queries: A Practical Outlook. Trans. Mach. Learn. Res. 2022 (2022)
Akshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha, Utpal Garain, Nicholas Asher
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Conversational Question Answering. CoRR (2022)
Anabik Pal, Sounak Ray, Sameer K. Antani, Utpal Garain
Attention Residual Capsule Network for Dermoscopy Image Classification. CVIP (2) (2022)
Neeraj Kumar Singh, Utpal Garain
An Analysis of Transformer-based Models for Code-mixed Conversational Hate-speech Identification. FIRE (Working Notes) (2022)
Akshay Chaturvedi, Abhisek Chakrabarty, Masao Utiyama, Eiichiro Sumita, Utpal Garain
Ignorance is Bliss: Exploring Defenses Against Invariance-Based Attacks on Neural Machine Translation Systems. IEEE Trans. Artif. Intell. 3 (4) (2022)
Anabik Pal, Akshay Chaturvedi, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati, Alejandro F. Frangi, Utpal Garain
MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess. Comput. Biol. Medicine 140 (2022)
Omid Mohamad Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain
Pick-Object-Attack: Type-specific adversarial attack for object detection. Comput. Vis. Image Underst. 211 (2021)
Akshay Chaturvedi, Utpal Garain
Mimic and Fool: A Task-Agnostic Adversarial Attack. IEEE Trans. Neural Networks Learn. Syst. 32 (4) (2021)
Joy Mahapatra, Utpal Garain
Exploring Structural Encoding for Data-to-Text Generation. INLG (2021)
Akshay Chaturvedi, Utpal Garain
Attacking VQA Systems via Adversarial Background Noise. IEEE Trans. Emerg. Top. Comput. Intell. 4 (4) (2020)
Omid Mohamad Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain
Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection. CoRR (2020)
Utpal Garain, Biswajit Halder
Even big data is not enough: need for a novel reference modelling for forensic document authentication. Int. J. Document Anal. Recognit. 23 (1) (2020)
Abhisek Chakrabarty, Akshay Chaturvedi, Utpal Garain
NeuMorph: Neural Morphological Tagging for Low-Resource Languages - An Experimental Study for Indic Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (1) (2020)
Akshay Chaturvedi, Utpal Garain
Mimic and Fool: A Task Agnostic Adversarial Attack. CoRR (2019)
Akshay Chaturvedi, Abijith KP, Utpal Garain
Invariance-based Adversarial Attack on Neural Machine Translation Systems. CoRR (2019)
Mahshad Mahdavi, Richard Zanibbi, Harold Mouchère, Christian Viard-Gaudin, Utpal Garain
ICDAR 2019 CROHME + TFD: Competition on Recognition of Handwritten Mathematical Expressions and Typeset Formula Detection. ICDAR (2019)
Snehasis Banerjee, Tanushyam Chattopadhyay, Utpal Garain
A Wide Learning Approach for Interpretable Feature Recommendation for 1-D Sensor Data in IoT Analytics. Int. J. Autom. Comput. 16 (6) (2019)
Abhisek Chakrabarty, Akshay Chaturvedi, Utpal Garain
CNN-based Context Sensitive Lemmatization. COMAD/CODS (2019)
Snehasis Banerjee, Tanushyam Chattopadhyay, Arpan Pal, Utpal Garain
Automation of feature engineering for IoT analytics. SIGBED Rev. 15 (2) (2018)
Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati
CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy images. CoRR (2018)
Anabik Pal, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati
Psoriasis skin biopsy image segmentation using Deep Convolutional Neural Network. Comput. Methods Programs Biomed. 159 (2018)
Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati
Severity Assessment of Psoriatic Plaques Using Deep CNN Based Ordinal Classification. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Anabik Pal, Sounak Ray, Utpal Garain
Skin disease identification from dermoscopy images using deep convolutional neural network. CoRR (2018)
Akshay Chaturvedi, Onkar Arun Pandit, Utpal Garain
CNN for Text-Based Multiple Choice Question Answering. ACL (2) (2018)
Anandarup Roy, Anabik Pal, Utpal Garain
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. 77 (2018)
Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati
CapsDeMM: Capsule Network for Detection of Munro's Microabscess in Skin Biopsy Images. MICCAI (2) (2018)
Arjun Das, Debasis Ganguly, Utpal Garain
Named Entity Recognition with Word Embeddings and Wikipedia Categories for a Low-Resource Language. ACM Trans. Asian Low Resour. Lang. Inf. Process. 16 (3) (2017)
Abhisek Chakrabarty, Onkar Arun Pandit, Utpal Garain
Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks. ACL (1) (2017)
Utpal Garain, Onkar Arun Pandit, Olivier Augereau, Ayano Okoso, Koichi Kise
Identification of Reader Specific Difficult Words by Analyzing Eye Gaze and Document Content. ICDAR (2017)
Abhisek Chakrabarty, Utpal Garain
ISI at the SIGMORPHON 2017 Shared Task on Morphological Reinflection. CoNLL Shared Task (1) (2017)
Anandarup Roy, Anabik Pal, Utpal Garain
JCLMM: A finite mixture model for clustering of circular-linear data and its application to psoriatic plaque segmentation. Pattern Recognit. 66 (2017)
Arjun Das, Utpal Garain, Ravindra Kumar, Apurbalal Senapati
Hiencor: On mining of a hi-en general purpose parallel corpus from the web. IALP (2017)
Harold Mouchère, Christian Viard-Gaudin, Richard Zanibbi, Utpal Garain
ICFHR2016 CROHME: Competition on Recognition of Online Handwritten Mathematical Expressions. ICFHR (2016)
Swarnava Dey, Swagata Biswas, Arpan Pal, Arijit Mukherjee, Utpal Garain, Kayapanda M. Mandana
CAD Patient Classification Using MIMIC-II. eHealth 360° (2016)
Abhisek Chakrabarty, Akshay Chaturvedi, Utpal Garain
A Neural Lemmatizer for Bengali. LREC (2016)
Utpal Garain
A Stochastic Approach for Finding Optimal Context in a Contextual Pattern Analysis Task. IEEE Intell. Syst. 31 (2) (2016)
Dwaipayan Roy, Debjyoti Paul, Mandar Mitra, Utpal Garain
Using Word Embeddings for Automatic Query Expansion. CoRR (2016)
Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee
Severity grading of psoriatic plaques using deep CNN based multi-task learning. ICPR (2016)
Abhisek Chakrabarty, Utpal Garain
BenLem (A Bengali Lemmatizer) and Its Role in WSD. ACM Trans. Asian Low Resour. Lang. Inf. Process. 15 (3) (2016)
Snehasis Banerjee, Tanushyam Chattopadhyay, Swagata Biswas, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal, Utpal Garain
Towards Wide Learning: Experiments in Healthcare. CoRR (2016)
Harold Mouchère, Richard Zanibbi, Utpal Garain, Christian Viard-Gaudin
Advancing the state of the art for handwritten math recognition: the CROHME competitions, 2011-2014. Int. J. Document Anal. Recognit. 19 (2) (2016)
Anabik Pal, Utpal Garain, Raghunath Chatterjee, Swapan Senapati
Psoriatic plaque segmentation in skin images. NCVPRIPG (2015)
Ankush Roy, Biswajit Halder, Utpal Garain, David S. Doermann
Machine-assisted authentication of paper currency: an experiment on Indian banknotes. Int. J. Document Anal. Recognit. 18 (3) (2015)
Utpal Garain, Luc Mioulet, Bidyut B. Chaudhuri, Clément Chatelain, Thierry Paquet
Unconstrained Bengali handwriting recognition with recurrent models. ICDAR (2015)
Suchismita Maiti, Utpal Garain, Arnab Dhar, Sankar De
A novel method for performance evaluation of text chunking. Lang. Resour. Evaluation 49 (1) (2015)
Apurbalal Senapati, Utpal Garain
A Computational Approach for Corpus Based Analysis of Reduplicated Words in Bengali. CICLing (1) (2015)
Debajyoti Sinha, Utpal Garain, Sanghamitra Bandyopadhyay
Event extraction from cancer genetics literature. ICAPR (2015)
Anabik Pal, Anandarup Roy, Kushal Sen, Raghunath Chatterjee, Utpal Garain, Swapan Senapati
Mixture model based color clustering for psoriatic plaque segmentation. ACPR (2015)
Luc Mioulet, Utpal Garain, Clément Chatelain, Philippine Barlas, Thierry Paquet
Language identification from handwritten documents. ICDAR (2015)
Arjun Das, Utpal Garain
CRF-based Named Entity Recognition @ICON 2013. CoRR (2014)
Anirban Mukherjee, Utpal Garain, Arindam Biswas
Experimenting with Automatic Text-to-Diagram Conversion: A Novel Teaching Aid for the Blind People. J. Educ. Technol. Soc. 17 (3) (2014)
Harold Mouchère, Christian Viard-Gaudin, Richard Zanibbi, Utpal Garain
ICFHR 2014 Competition on Recognition of On-Line Handwritten Mathematical Expressions (CROHME 2014). ICFHR (2014)
Arjun Das, Utpal Garain, Apurbalal Senapati
Automatic detection of subject/object drops in Bengali. IALP (2014)
Apurbalal Senapati, Utpal Garain
A Maximum Entropy Based Honorificity Identification for Bengali Pronominal Anaphora Resolution. CICLing (1) (2014)
Biswajit Halder, Utpal Garain, Rajkumar Darbar, Abhoy Chand Mondal
Inverse of Low Resolution Line Halftone Images for Document Inspection. IWCF (2014)
Biswajit Halder, Rajkumar Darbar, Utpal Garain, Abhoy Chand Mondal
Analysis of Fluorescent Paper Pulps for Detecting Counterfeit Indian Paper Money. ICISS (2014)
Apurbalal Senapati, Utpal Garain
One-expression classification in Bengali and its role in Bengali-English machine translation. IALP (2014)
Anirban Mukherjee, Utpal Garain, Arindam Biswas
Evaluation of Diagrams Produced by Text-to-Graphic Conversion Systems. GREC (2013)
Apurbalal Senapati, Arjun Das, Utpal Garain
Named-Entity Recognition in Bengali. FIRE (2013)
Tanushyam Chattopadhyay, V. Ramu Reddy, Utpal Garain
Automatic Selection of Binarization Method for Robust OCR. ICDAR (2013)
Apurbalal Senapati, Utpal Garain
GuiTAR-based Pronominal Anaphora Resolution in Bengali. ACL (2) (2013)
Ankush Roy, Utpal Garain
A Probabilistic Model for Reconstruction of Torn Forensic Documents. ICDAR (2013)
Harold Mouchère, Christian Viard-Gaudin, Richard Zanibbi, Utpal Garain, Dae Hwan Kim
ICDAR 2013 CROHME: Third International Competition on Recognition of Online Handwritten Mathematical Expressions. ICDAR (2013)
Ankush Roy, Utpal Garain
A probabilistic framework for logo detection and localization in natural scene images. ICPR (2012)
Harold Mouchère, Christian Viard-Gaudin, Dae Hwan Kim, Jin Hyung Kim, Utpal Garain
ICFHR 2012 Competition on Recognition of On-Line Mathematical Expressions (CROHME 2012). ICFHR (2012)
Utpal Garain, Arjun Das, David S. Doermann, Douglas W. Oard
Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR'd Text. COLING (Posters) (2012)
Tanushyam Chattopadhyay, Utpal Garain
Realization of an embeddable light weight Video OCR. ISDA (2012)
Apurbalal Senapati, Utpal Garain
Anaphora Resolution in Bangla Using Global Discourse Knowledge. IALP (2012)
Kunal Sain, Abhishek Dasgupta, Utpal Garain
EMERS: a tree matching-based performance evaluation of mathematical expression recognition systems. Int. J. Document Anal. Recognit. 14 (1) (2011)
Suhan Chowdhury, Utpal Garain, Tanushyam Chattopadhyay
A Weighted Finite-State Transducer (WFST)-Based Language Model for Online Indic Script Handwriting Recognition. ICDAR (2011)
Utpal Garain, David S. Doermann, Douglas W. Oard
Maryland at FIRE 2011: Retrieval of OCR'd Bengali. FIRE (2011)
Harold Mouchère, Christian Viard-Gaudin, Dae Hwan Kim, Jin Hyung Kim, Utpal Garain
CROHME2011: Competition on Recognition of Online Handwritten Mathematical Expressions. ICDAR (2011)
Utpal Garain, Jiaul H. Paik, Tamaltaru Pal, Prasenjit Majumder, David S. Doermann, Douglas W. Oard
Overview of the FIRE 2011 RISOT Task. FIRE (2011)
Rupayan Chakraborty, Utpal Garain
Role of Synthetically Generated Samples on Speech Recognition in a Resource-Scarce Language. ICPR (2010)
Ankush Roy, Biswajit Halder, Utpal Garain
Authentication of currency notes through printing technique verification. ICVGIP (2010)
Biswajit Halder, Utpal Garain
Color Feature Based Approach for Determining Ink Age in Printed Documents. ICPR (2010)
Tanushyam Chattopadhyay, Arpan Pal, Utpal Garain
Mash up of Breaking News and Contextual Web Information: A Novel Service for Connected Television. ICCCN (2010)
Utpal Garain, Thierry Paquet
Off-Line Multi-Script Writer Identification Using AR Coefficients. ICDAR (2009)
Utpal Garain
Identification of Mathematical Expressions in Document Images. ICDAR (2009)
Tanushyam Chattopadhyay, Ayan Chaki, Utpal Garain
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. CICSyN (2009)
Vijaya Kumar Koppula, Atul Negi, Utpal Garain
Robust Text Line, Word And Character Extraction from Telugu Document Image. ICETET (2009)
Utpal Garain, Biswajit Halder
Machine Authentication of Security Documents. ICDAR (2009)
Utpal Garain, Swapan K. Parui, Thierry Paquet, Laurent Heutte
Machine dating of manuscripts written by an individual. J. Electronic Imaging 17 (1) (2008)
Utpal Garain, Amit Kumar Das
Stop word detection in compressed textual images: An experiment on indic script documents. ICPR (2008)
Utpal Garain, Atishay Jain, Anjan Maity, Bhabatosh Chanda
Machine reading of camera-held low quality text images: An ICA-based image enhancement approach for improving OCR accuracy. ICPR (2008)
Utpal Garain, Biswajit Halder
On Automatic Authenticity Verification of Printed Security Documents. ICVGIP (2008)
Anirban Mukherjee, Utpal Garain
Automatic Diagram Drawing Based on Natural Language Text Understanding. Diagrams (2008)
Utpal Garain
Prototype reduction using an artificial immune model. Pattern Anal. Appl. 11 (3-4) (2008)
Anirban Mukherjee, Utpal Garain
A review of methods for automatic understanding of natural language mathematical problems. Artif. Intell. Rev. 29 (2) (2008)

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Publication Activity (10 Years)

Top Topics

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Utpal Garain