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Niharika S. D'Souza
Researcher, AI Models, International Business Machines
Joined
December 2018
Names
Niharika S. D'Souza
(Preferred)
,
Niharika Shimona Dsouza
,
Niharika Shimona D'Souza
Emails
****@jhu.edu
(Confirmed)
,
****@jhu.edu
(Confirmed)
,
****@ibm.com
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
AI Models,
International Business Machines
(ibm.com)
2022
–
Present
PhD student
Department of Electrical and Computer Engineering,
Johns Hopkins University
(jhu.edu)
2016
–
2021
Undergraduate
Department of Electrical Engineering,
Indian Institute of Technology, Kharagpur
(iitkgp.ac.in)
2012
–
2016
Advisors, Relations & Conflicts
Coauthor
Satyananda Kashyap
2022
–
Present
Coauthor
Ken C.L. Wong
2022
–
Present
Coauthor
Luyao Shi
2022
–
Present
Coauthor
Antonio Foncubierta Rodriguez
2021
–
Present
Coauthor
Andrea Giovannini
2021
–
Present
Coauthor
Tanveer F. Syeda Mahmood
2021
–
Present
Coauthor
Hongzhi Wang
2021
–
Present
Coauthor
Naresh Nandakumar
2017
–
2021
Coauthor
Jeffrey Craley
2017
–
2021
PhD Advisor
Archana Venkataraman
2016
–
2021
Expertise
Graph Deep Learning and Graph Signal Processing
2020
–
Present
Manifold Learning
2020
–
Present
Medical Image Analysis
2019
–
Present
Connectomics
2018
–
Present
Optimization
2017
–
Present
Machine Learning
2016
–
Present
Representation Learning
2016
–
Present
Publications
SemCLIP: A Semantic Memory-Aligned Vision Language Model
Tanveer F Syeda-Mahmood
,
Niharika S. D'Souza
,
Ken C. L. Wong
,
Raziuddin Mahmood
,
Luyao Shi
,
Ashutosh Jadhav
,
Satyananda Kashyap
,
David Beymer
UniReps2025 oral
Readers:
Everyone
Language Models Are Good Tabular Learners
Zhenhan Huang
,
Kavitha Srinivas
,
Horst Samulowitz
,
Niharika S. D'Souza
,
Charu C. Aggarwal
,
Pin-Yu Chen
,
Jianxi Gao
Accepted by TMLR
Readers:
Everyone
SemCLIP: Aligning vision-language encoder models to semantic spaces for stability in retrieval
Tanveer Syeda-mahmood
,
Niharika S. D'Souza
,
Satyananda Kashyap
,
Ken C. L. Wong
,
Raziuddin Mahmood
,
Luyao Shi
,
Ashutosh Jadhav
,
Hongzhi Wang
,
Joy T Wu
,
David Beymer
Submitted to ICLR 2025
Readers:
Everyone
Language Models Are Good Tabular Learners
Zhenhan Huang
,
Kavitha Srinivas
,
Horst Samulowitz
,
Niharika S. D'Souza
,
Charu C. Aggarwal
,
Pin-Yu Chen
,
Jianxi Gao
Submitted to ICLR 2025
Readers:
Everyone
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
Satyananda Kashyap
,
Niharika S. D'Souza
,
Luyao Shi
,
Ken C. L. Wong
,
Hongzhi Wang
,
Tanveer Syeda-mahmood
UniReps
Readers:
Everyone
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond
Niharika S. D'Souza
,
Hongzhi Wang
,
Andrea Giovannini
,
Antonio Foncubierta
,
Kristen Beck
,
Orest Boyko
,
Tanveer Syeda-mahmood
Medical Image Analysis
Readers:
Everyone
Statistics-guided Associative Memories
Hongzhi Wang
,
Satyananda Kashyap
,
Niharika Shimona D'Souza
,
Tanveer Syeda-mahmood
AMHN23 Poster
Readers:
Everyone
Hopfield Encoding Networks
Satyananda Kashyap
,
Niharika Shimona D'Souza
,
Luyao Shi
,
Ken C. L. Wong
,
Hongzhi Wang
,
Tanveer Syeda-mahmood
Submitted to ICLR 2024
Readers:
Everyone
Network comparisons and their applications in connectomics
Niharika Shimona D'Souza
,
Archana Venkataraman
14 Aug 2023
OpenReview Archive Direct Upload
Readers:
Everyone
mSPD-NN: A Geometrically Aware Neural Framework for Biomarker Discovery from Functional Connectomics Manifolds
Niharika Shimona D'Souza
,
Archana Venkataraman
14 Aug 2023
OpenReview Archive Direct Upload
Readers:
Everyone
View all 29 publications
Co-Authors
Alexander Shang
Andrea Giovannini
Antonio Foncubierta
Antonio Foncubierta-Rodriguez
Antonio Foncubierta-Rodríguez
Archana Venkataraman
Ashutosh Jadhav
Brian Bush
Charles Brown
Charu C. Aggarwal
Corydon Carlson
David Beymer
Deana Crocetti
Haris I. Sair
Hatice Akakin
Hongzhi Wang
Horst Samulowitz
Jay J. Pillai
Jeff Craley
Jianxi Gao
Joshua Robinson
Joy T Wu
Kavitha Srinivas
Ken C. L. Wong
Komal Manzoor
View all 51 co-authors