Umang Gupta

Researcher, Google

Joined

December 2017

Names

Umang Gupta (Preferred)

Emails

****@usc.edu (Confirmed)

****@gmail.com (Confirmed)

****@isi.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google (google.com)

2023 – Present

PhD student

Computer Science, University of Southern California (usc.edu)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Greg Ver Steeg

2019 – 2023

Expertise

No areas of expertise listed

Publications

"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition
Huy Nghiem, Umang Gupta, Fred Morstatter
- Published: 01 Jan 2024, Last Modified: 08 Mar 2024
- CoRR 2024
- Readers: Everyone
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models
Umang Gupta, Tamoghna Chattopadhyay, Nikhil Dhinagar, Paul M. Thompson, Greg Ver Steeg, Alzheimer's Disease Neuroimaging Initiative
- Published: 01 Jan 2023, Last Modified: 28 Apr 2023
- CoRR 2023
- Readers: Everyone
Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction
Dheeraj Komandur, Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu-Chiuan Chen, Dan Beavers, Greg Ver Steeg, Paul M. Thompson
- Published: 01 Jan 2023, Last Modified: 08 Mar 2024
- SIPAIM 2023
- Readers: Everyone
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models
Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Paul M. Thompson, Greg Ver Steeg
- Published: 01 Jan 2023, Last Modified: 08 Mar 2024
- ISBI 2023
- Readers: Everyone
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning
Umang Gupta, Aram Galstyan, Greg Ver Steeg
- Published: 01 Jan 2023, Last Modified: 08 Mar 2024
- ACL (Findings) 2023
- Readers: Everyone
Federated Progressive Sparsification (Purge-Merge-Tune)+
Dimitris Stripelis, Umang Gupta, Greg Ver Steeg, Jose Luis Ambite
- Published: 21 Oct 2022, Last Modified: 15 Jan 2026
- FL-NeurIPS 2022 Poster
- Readers: Everyone
VQ-TR: Vector Quantized Attention for Time Series Forecasting
Kashif Rasul, Umang Gupta, Hena Ghonia, Yuriy Nevmyvaka
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Estimating Transfer Entropy under Long Ranged Dependencies
Sahil Garg, Umang Gupta, Yu Chen, Syamantak Datta Gupta, Yeshaya Adler, Anderson Schneider, Yuriy Nevmyvaka
- Published: 20 May 2022, Last Modified: 05 May 2023
- UAI 2022 Poster
- Readers: Everyone
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan
- 2022 (modified: 03 Jun 2022)
- CoRR 2022
- Readers: Everyone
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan
- 2022 (modified: 03 Jun 2022)
- ACL (Findings) 2022
- Readers: Everyone

View all 28 publications

Co-Authors

View all 51 co-authors