Sohini Roychowdhury

65 papers A* 1A 1B 7C 1Misc 4Journal 35Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	COFFEE: COdesign Framework for Feature Enriched Embeddings in Ads-Ranking Systems. CoRR Sohini Roychowdhury, Doris Wang, Qian Ge, Joy Mu, Srihari Reddy
2025	J	`jnl`	DynamiX: Dynamic Resource eXploration for Personalized Ad-Recommendations. CoRR Sohini Roychowdhury, Adam Holeman, Mohammad Amin, Feng Wei, Bhaskar Mehta, Srihari Reddy
2025	J	`jnl`	SIDE: Semantic ID Embedding for effective learning from sequences. CoRR Dinesh Ramasamy, Shakti Kumar, Chris Cadonic, Jiaxin Yang, Sohini Roychowdhury, Esam Abdel Rhman, Srihari Reddy
2024	J	`jnl`	ERATTA: Extreme RAG for Table To Answers with Large Language Models. CoRR Sohini Roychowdhury, Marko Krema, Anvar Mahammad, Brian Moore, Arijit Mukherjee, Punit Prakashchandra
2024	B	`conf`	ERATTA: Extreme RAG for enterprise-Table To Answers with Large Language Models. IEEE Big Data Sohini Roychowdhury, Marko Krema, Anvar Mahammad, Brian Moore, Arijit Mukherjee, Punit Prakashchandra
2024	J	`jnl`	FiST-Financial Style Transfer with Hallucination and Creativity Control Framework. CoRR Sohini Roychowdhury, Marko Krema, Brian Moore, Xingjian Lai, Dike Effedua, Bharat Jethwani
2024	A	`conf`	Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers. WSDM Sohini Roychowdhury
2023	B	`conf`	Hallucination-minimized Data-to-answer Framework for Financial Decision-makers. IEEE Big Data Sohini Roychowdhury, Andres Alvarez, Brian Moore, Marko Krema, Maria Paz Gelpi, Punit Agrawal, Federico Martin Rodriguez, Angel Rodriguez, Jose Ramon Cabrejas, Pablo Martinez Serrano, Arijit Mukherjee
2023	J	`jnl`	Hallucination-minimized Data-to-answer Framework for Financial Decision-makers. CoRR Sohini Roychowdhury, Andres Alvarez, Brian Moore, Marko Krema, Maria Paz Gelpi, Federico Martin Rodriguez, Angel Rodriguez, Jose Ramon Cabrejas, Pablo Martinez Serrano, Punit Agrawal, Arijit Mukherjee
2023	J	`jnl`	Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers. CoRR Sohini Roychowdhury
2023	J	`jnl`	NUMSnet: Nested-U Multi-Class Segmentation Network for 3D Medical Image Stacks. Inf. Sohini Roychowdhury
2023	J	`jnl`	NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks. CoRR Sohini Roychowdhury
2022	B	`conf`	Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification. IJCNN Sohini Roychowdhury
2022	J	`jnl`	Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification. CoRR Sohini Roychowdhury
2022	—	`conf`	Unsupervised Bengali Text Summarization Using Sentence Embedding and Spectral Clustering. ICON Sohini Roychowdhury, Kamal Sarkar, Arka Maji
2021	A*	`conf`	Cirrus: A Long-range Bi-pattern LiDAR Dataset. ICRA Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu
2021	—	`conf`	Deep-ReAP: Deep Representations And Partial label learning for Multi-pathology Classification. EMBC Sohini Roychowdhury
2021	B	`conf`	OPAM: Online Purchasing-behavior Analysis using Machine learning. IJCNN Sohini Roychowdhury, Ebrahim Alareqi, Wenxi Li
2021	J	`jnl`	OPAM: Online Purchasing-behavior Analysis using Machine learning. CoRR Sohini Roychowdhury, Ebrahim Alareqi, Wenxi Li
2021	J	`jnl`	QU-net++: Image Quality Detection Framework for Segmentation of 3D Medical Image Stacks. CoRR Sohini Roychowdhury
2021	—	`conf`	SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology Classification. EMBC Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok, Anoop Sanka
2021	J	`jnl`	SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology. CoRR Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok, Anoop Sanka
2021	J	`jnl`	Video-Data Pipelines for Machine Learning Applications. CoRR Sohini Roychowdhury, James Y. Sato
2020	B	`conf`	AV-SLAM: Autonomous Vehicle SLAM with Gravity Direction Initialization. ICPR Kaan Yilmaz, Baris Suslu, Sohini Roychowdhury, L. Srikar Muppirisetty
2020	J	`jnl`	Categorizing Online Shopping Behavior from Cosmetics to Electronics: An Analytical Framework. CoRR Sohini Roychowdhury, Wenxi Li, Ebrahim Alareqi, Akhilesh Pandita, Ao liu, Joakim Söderberg
2020	J	`jnl`	Cirrus: A Long-range Bi-pattern LiDAR Dataset. CoRR Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu
2020	Misc	`conf`	Collision Avoidance by Utilizing Dynamic Road Friction Information. ACSSC Jonas Herzfeld, Sanjiv Thottathodhi, Mats Jonasson, L. Srikar Muppirisetty, Sohini Roychowdhury, Jonas Sjöberg
2020	B	`conf`	Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images. ICPR Sohini Roychowdhury
2020	J	`jnl`	Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images. CoRR Sohini Roychowdhury
2020	Misc	`conf`	FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network. ACSSC Francesco Piccoli, Rajarathnam Balakrishnan, Maria Jesus Perez, Moraldeepsingh Sachdeo, Carlos Nuñez, Matthew Tang, Kajsa Andreasson, Kalle Bjurek, Ria Dass Raj, Ebba Davidsson, Colin Eriksson, Victor Hagman, Jonas Sjöberg, Ying Li, L. Srikar Muppirisetty, Sohini Roychowdhury
2020	J	`jnl`	FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network. CoRR Francesco Piccoli, Rajarathnam Balakrishnan, Maria Jesus Perez, Moraldeepsingh Sachdeo, Carlos Nuñez, Matthew Tang, Kajsa Andreasson, Kalle Bjurek, Ria Dass Raj, Ebba Davidsson, Colin Eriksson, Victor Hagman, Jonas Sjöberg, Ying Li, L. Srikar Muppirisetty, Sohini Roychowdhury
2019	—	`conf`	Depthwise Separable Convolutional Neural Network Model for Intra-Retinal Cyst Segmentation. EMBC G. N. Girish, Banoth Saikumar, Sohini Roychowdhury, Abhishek R. Kothari, Jeny Rajan
2019	—	`conf`	Range Adaptation for 3D Object Detection in LiDAR. ICCV Workshops Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu
2019	J	`jnl`	Range Adaptation for 3D Object Detection in LiDAR. CoRR Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu
2019	J	`jnl`	Segmentation of Intra-Retinal Cysts From Optical Coherence Tomography Images Using a Fully Convolutional Neural Network Model. IEEE J. Biomed. Health Informatics G. N. Girish, Bibhash Thakur, Sohini Roychowdhury, Abhishek R. Kothari, Jeny Rajan
2018	J	`jnl`	A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography B-scans. Comput. Methods Programs Biomed. G. N. Girish, V. A. Anima, Abhishek R. Kothari, P. V. Sudeep, Sohini Roychowdhury, Jeny Rajan
2018	C	`conf`	Fast Proposals for Image and Video Annotation Using Modified Echo State Networks. ICMLA Sohini Roychowdhury, L. Srikar Muppirisetty
2018	B	`conf`	Machine Learning Models for Road Surface and Friction Estimation using Front-Camera Images. IJCNN Sohini Roychowdhury, Minming Zhao, Andreas Wallin, Niklas Ohlsson, Mats Jonasson
2017	J	`jnl`	Azure-Based Smart Monitoring System for Anemia-Like Pallor. Future Internet Sohini Roychowdhury, Paul Hage, Joseph Vasquez
2017	J	`jnl`	Computer Aided Detection of Anemia-like Pallor. CoRR Sohini Roychowdhury, Donny Sun, Matthew Bihis, Johnny Ren, Paul Hage, Humairat H. Rahman
2017	—	`conf`	Computer aided detection of anemia-like pallor. BHI Sohini Roychowdhury, Donny Sun, Matthew Bihis, Johnny Ren, Paul Hage, Humairat H. Rahman
2016	J	`jnl`	A generalized flow for multi-class and binary classification tasks: An Azure ML approach. CoRR Matthew Bihis, Sohini Roychowdhury
2016	J	`jnl`	AG-MIC: Azure-Based Generalized Flow for Medical Image Classification. IEEE Access Sohini Roychowdhury, Matthew Bihis
2016	—	`conf`	Application of big data analytics for automated estimation of CT image quality. IEEE BigData Maitham D. Naeemi, Johnny Ren, Nathan Hollcroft, Adam M. Alessio, Sohini Roychowdhury
2016	—	`conf`	Artery/vein classification of retinal blood vessels using feature selection. EMBC Vishal Vijayakumar, Dara D. Koozekanani, Robert White, James Kohler, Sohini Roychowdhury, Keshab K. Parhi
2016	J	`jnl`	Automated OCT Segmentation for Images with DME. CoRR Sohini Roychowdhury, Dara D. Koozekanani, Michael Reinsbach, Keshab K. Parhi
2016	J	`jnl`	Automated Selection of Uniform Regions for CT Image Quality Detection. CoRR Maitham D. Naeemi, Adam M. Alessio, Sohini Roychowdhury
2016	—	`conf`	Automated detection of neovascularization for proliferative diabetic retinopathy screening. EMBC Sohini Roychowdhury, Dara D. Koozekanani, Keshab K. Parhi
2016	Misc	`conf`	Automated selection of uniform regions for CT image quality detection. ACSSC Maitham D. Naeemi, Adam M. Alessio, Sohini Roychowdhury
2016	J	`jnl`	Blind Analysis of CT Image Noise Using Residual Denoised Images. CoRR Sohini Roychowdhury, Nathan Hollraft, Adam M. Alessio
2016	J	`jnl`	Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework. CoRR Sohini Roychowdhury
2016	—	`conf`	Classification of large-scale fundus image data sets: A cloud-computing framework. EMBC Sohini Roychowdhury
2016	—	`conf`	Non-deep CNN for multi-modal image classification and feature learning: An Azure-based model. IEEE BigData Sohini Roychowdhury, Johnny Ren
2016	J	`jnl`	Optic Disc Boundary and Vessel Origin Segmentation of Fundus Images. IEEE J. Biomed. Health Informatics Sohini Roychowdhury, Dara D. Koozekanani, Sam N. Kuchinka, Keshab K. Parhi
2016	—	`conf`	Topic modeling for management sciences: A network-based approach. IEEE BigData Max Menenberg, Surya Pathak, Hari P. Udyapuram, Srinagesh Gavirneni, Sohini Roychowdhury
2015	—	`conf`	3-D localization of Diabetic Macular Edema using OCT thickness maps. EMBC Sohini Roychowdhury, Dara D. Koozekanani, Michael Reinsbach, Keshab K. Parhi
2015	J	`jnl`	A Survey of the Trends in Facial and Expression Recognition Databases and Methods. CoRR Sohini Roychowdhury, Michelle Emmons
2015	—	`conf`	A generalized flow for multi-class and binary classification tasks: An Azure ML approach. IEEE BigData Matthew Bihis, Sohini Roychowdhury
2015	J	`jnl`	Blood Vessel Segmentation of Fundus Images by Major Vessel Extraction and Subimage Classification. IEEE J. Biomed. Health Informatics Sohini Roychowdhury, Dara Koozekanani, Keshab K. Parhi
2015	J	`jnl`	Facial Expression Detection using Patch-based Eigen-face Isomap Networks. CoRR Sohini Roychowdhury
2015	J	`jnl`	Iterative Vessel Segmentation of Fundus Images. IEEE Trans. Biomed. Eng. Sohini Roychowdhury, Dara Koozekanani, Keshab K. Parhi
2014	J	`jnl`	DREAM: Diabetic Retinopathy Analysis Using Machine Learning. IEEE J. Biomed. Health Informatics Sohini Roychowdhury, Dara Koozekanani, Keshab K. Parhi
2013	Misc	`conf`	Automated denoising and segmentation of optical coherence tomography images. ACSSC Sohini Roychowdhury, Dara Koozekanani, Keshab K. Parhi
2013	—	`conf`	Automated localization of cysts in diabetic macular edema using optical coherence tomography images. EMBC Sohini Roychowdhury, Dara D. Koozekanani, Salma Radwan, Keshab K. Parhi
2012	—	`conf`	Screening fundus images for diabetic retinopathy. ACSCC Sohini Roychowdhury, Dara Koozekanani, Keshab K. Parhi