Senthil Kumar

49 papers A* 8A 2B 3C 1Journal 15Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revisiting RAG Retrievers: An Information Theoretic Benchmark.
CoRR
Wenqing Zheng, Dmitri Kalaev, Noah Fatsi, Daniel Barcklow, Owen Reinert, Igor Melnyk, Senthil Kumar, C. Bayan Bruss
2026 J jnl
TimeSqueeze: Dynamic Patching for Efficient Time Series Forecasting.
CoRR
Sravan Kumar Ankireddy, Nikita Seleznev, Nam H. Nguyen, Yulun Wu, Senthil Kumar, Furong Huang, C. Bayan Bruss
2025 — conf
8th Workshop on Machine Learning in Finance.
KDD (2)
Saurabh Nagrecha, Isha Chaturvedi, Senthil Kumar, Nitesh V. Chawla, Mahashweta Das, Daksha Yadav, José A. Rodríguez-Serrano, Eren Kurshan
2025 J jnl
LLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning.
CoRR
Haoyan Xu, Ruizhi Qian, Zhengtao Yao, Ziyi Liu, Li Li, Yuqi Li, Yanshu Li, Wenqing Zheng, Daniele Rosa, Daniel Barcklow, Senthil Kumar, Jieyu Zhao, Yue Zhao
2025 — conf
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning.
CVPR Workshops
Neha Mukund Kalibhat, Priyatham Kattakinda, Sumit Nawathe, Arman Zarei, Nikita Seleznev, Samuel Sharpe, Senthil Kumar, Soheil Feizi
2024 J jnl
A Simple Baseline for Predicting Events with Auto-Regressive Tabular Transformers.
CoRR
Alex Stein, Samuel Sharpe, Doron Bergman, Senthil Kumar, C. Bayan Bruss, John Dickerson, Tom Goldstein, Micah Goldblum
2024 A* conf
Machine Learning in Finance.
KDD
Leman Akoglu, Nitesh V. Chawla, Josep Domingo-Ferrer, Eren Kurshan, Senthil Kumar, Vidyut M. Naware, José A. Rodríguez-Serrano, Isha Chaturvedi, Saurabh Nagrecha, Mahashweta Das, Tanveer A. Faruquie
2024 — conf
NLP_Team1@SSN at SemEval-2024 Task 1: Impact of language models in Sentence-BERT for Semantic Textual Relatedness in Low-resource Languages.
SemEval@NAACL
Senthil Kumar, Aravindan Chandrabose, Gokulakrishnan B, Karthikraja TP
2024 J jnl
PEaF-Production Environment Analyzer Framework: Assisting Continuous Deployment of 5G Workloads Using AI/ML.
IEEE Access
Karthikeyan Subramaniam, Senthil Kumar, Asutosh Mishra, Ayush Bhandari, Jamsheed Manja Ppallan, Ganesh Chandrasekaran
2024 — conf
SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations.
SemEval@NAACL
Antony Rajesh, Supriya Abirami, Aravindan Chandrabose, Senthil Kumar
2024 A conf
Stability Approximation of Gel Electrolytes Using Machine Learning.
ICDCS
Senthil G. A, Geerthik S, Lakshmi Priya R. V, Senthil Kumar, Mohan S
2024 J jnl
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning.
CoRR
Neha Mukund Kalibhat, Priyatham Kattakinda, Arman Zarei, Nikita Seleznev, Samuel Sharpe, Senthil Kumar, Soheil Feizi
2023 — conf
Electric Vehicle (EV) Preventive Diagnostic System: Solution for Thermal Management of Battery packs using AIOT.
CCWC
Lohith Kumar, Debajit Choudhury, Anwesh Reddy Paduri, Senthil Kumar, Devashis Sahoo, Jalaja Murthy, Narayana Darapaneni
2023 — conf
From Detection to Action: a Human-in-the-loop Toolkit for Anomaly Reasoning and Management.
ICAIF
Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu
2023 J jnl
From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management.
CoRR
Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu
2023 A* conf
KDD Workshop on Machine Learning in Finance.
KDD
Leman Akoglu, Nitesh V. Chawla, Senthil Kumar, Saurabh Nagrecha, Mahashweta Das, Vidyut M. Naware, Tanveer A. Faruquie
2022 — ed.
3rd ACM International Conference on AI in Finance, ICAIF 2022, New York, NY, USA, November 2-4, 2022
ICAIF
Daniele Magazzeni, Senthil Kumar, Rahul Savani, Renyuan Xu, Carmine Ventre, Blanka Horvath, Ruimeng Hu, Tucker Balch, Francesca Toni
2022 J jnl
Double-Hashing Algorithm for Frequency Estimation in Data Streams.
CoRR
Nikita Seleznev, Senthil Kumar, C. Bayan Bruss
2022 A* conf
KDD Workshop on Machine Learning in Finance.
KDD
Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, Saurabh Nagrecha, Vidyut M. Naware, Tanveer A. Faruquie, Hays McCormick
2021 J jnl
Editorial on the Citizen Science and Geospatial Capacity Building.
ISPRS Int. J. Geo Inf.
Sultan Kocaman, Sameer Saran, Murat Durmaz, Senthil Kumar
2021 A* conf
Machine Learning in Finance.
KDD
Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha
2019 — conf
A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images.
EMBC
XuLei Yang, Gabriel Tjio, Feng Yang, Jie Ding, Senthil Kumar, Shuang Leng, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2018 — ed.
Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017
ADF@KDD
Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu
2018 — conf
SSN_NLP@IECSIL-FIRE-2018: Deep Learning Approach to Named Entity Recognition and Relation Extraction for Conversational Systems in Indian Languages.
FIRE (Working Notes)
D. Thenmozhi, Senthil Kumar, Chandrabose Aravindan
2017 — conf
Anomaly Detection in Finance: Editors' Introduction.
ADF@KDD
Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu
2017 A conf
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR.
ICDAR
Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan
2011 A* conf
Sharing rectangular objects in a video conference.
ACM Multimedia
Senthil Kumar, Sreedal Menon, Francis Zane
2008 C conf
Face Recognition Using a Color PCA Framework.
ICVS
Mani Thomas, Senthil Kumar, Chandra Kambhamettu
2008 — conf
Face Recognition Using a Color Subspace LDA Approach.
ICTAI (1)
Mani Thomas, Chandra Kambhamettu, Senthil Kumar
2005 — conf
User Model for Conceptual and Personalized Search.
CORES
D. Thenmozhi, G. Annapoorani, K. Baskaran, Senthil Kumar
2001 J jnl
Matching point features under small nonrigid motion.
Pattern Recognit.
Senthil Kumar, Maha Sallam, Dmitry B. Goldgof
2000 B conf
Hierarchical Histograms - A New Representation Scheme for Image-Based Data Retrieval.
ICIP
Senthil Kumar, Guna Seetharaman
2000 J jnl
Look ma, no mouse! Simplifying human-computer interaction by using hand gesture.
Commun. ACM
Jakub Segen, Senthil Kumar
2000 B conf
Visual Interface for Conducting Virtual Orchestra.
ICPR
Jakub Segen, Senthil Kumar, Joshua Gluckman
1999 — conf
Dextrous Interaction with Computer Animations using Vision-Based Gesture Interface.
HCI (1)
Jakub Segen, Senthil Kumar
1999 — conf
Gesture Based 3D Man-Machine Interaction Using a Single Camera.
ICMCS, Vol. 1
Senthil Kumar, Jakub Segen
1999 A* conf
Shadow Gestures: 3D Hand Pose Estimation Using a Single Camera.
CVPR
Jakub Segen, Senthil Kumar
1998 B conf
Fast and accurate 3D gesture recognition interface.
ICPR
Jakub Segen, Senthil Kumar
1998 A* conf
Gesture VR: Vision-Based 3D Hand Interace for Spatial Interaction.
ACM Multimedia
Jakub Segen, Senthil Kumar
1998 — conf
Human-Computer Interaction using Gesture Recognition and 3D Hand Tracking.
ICIP (3)
Jakub Segen, Senthil Kumar
1998 J jnl
Intelligent Multimedia Data: Data + Indices + Inference.
Multim. Syst.
Senthil Kumar, G. Phanendra Babu
1998 — conf
Video acquired gesture interfaces for the handicapped.
ACM Multimedia: Face/Gesture Recognition and Their Applications
Jakub Segen, Senthil Kumar
1998 — conf
Video-based gesture interface to interactive movies.
ACM Multimedia: Technologies for Interactive Movies
Jakub Segen, Senthil Kumar
1996 — conf
Model based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application].
ICIP (1)
Senthil Kumar, Chandra Kambhamettu, Dmitry B. Goldgof, Maha Sallam
1996 A* conf
Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences.
CVPR
Senthil Kumar, Dmitry B. Goldgof
1995 J jnl
On Recovering Hyperquadrics from Range Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Senthil Kumar, Song Han, Dmitry B. Goldgof, Kevin W. Bowyer
1994 — conf
A robust technique for the estimation of the deformable hyperquadrics from images.
ICPR (1)
Senthil Kumar, Dmitry B. Goldgof
1994 J jnl
Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images.
IEEE Trans. Medical Imaging
Senthil Kumar, Dmitry B. Goldgof
1994 J jnl
Parallel algorithms for circle detection in images.
Pattern Recognit.
Senthil Kumar, Nathan Ranganathan, Dmitry B. Goldgof