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Shaunak Halbe
PhD student, School of Interactive Computing, Georgia Institute of Technology
Joined
October 2020
Names
Shaunak Halbe
(Preferred)
,
Shaunak Ashish Halbe
Emails
****@coep.ac.in
(Confirmed)
,
****@usc.edu
(Confirmed)
,
****@gatech.edu
(Confirmed)
,
****@andrew.cmu.edu
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
PhD student
School of Interactive Computing,
Georgia Institute of Technology
(gatech.edu)
2022
–
Present
Intern
Prime Video,
Amazon
(amazon.com)
2025
–
2025
Intern
Viterbi School of Engineering,
University of Southern California
(usc.edu)
2021
–
2022
Intern
Robotics Institute,
Carnegie Mellon University
(cmu.edu)
2021
–
2022
Undergrad student
School of Computing,
College of Engineering Pune
(coep.ac.in)
2018
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Zsolt Kira
2022
–
Present
Expertise
Computer Vision
,
Machine Learning
,
Video Understanding
,
Multimodality
2020
–
Present
Vision and Language
2019
–
Present
Publications
Continual Adaptation of Vision Transformers for Federated Learning
Shaunak Halbe
,
James Seale Smith
,
Junjiao Tian
,
Zsolt Kira
Accepted by TMLR
Readers:
Everyone
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
Shaunak Halbe
,
James Smith
,
Junjiao Tian
,
Zsolt Kira
R0-FoMo Poster
Readers:
Everyone
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
Shaunak Halbe
,
James Seale Smith
,
Junjiao Tian
,
Zsolt Kira
DistShift 2023 Poster
Readers:
Everyone
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
Shaunak Halbe
,
James Seale Smith
,
Junjiao Tian
,
Zsolt Kira
FL@FM-NeurIPS’23 Oral
Readers:
Everyone
Exploring Weaknesses of VQA Models through Attribution Driven Insights
Shaunak Halbe
23 Sept 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Robustness through Data Augmentation Loss Consistency
Tianjian Huang
,
Shaunak Halbe
,
Chinnadhurai Sankar
,
Pooyan Amini
,
Satwik Kottur
,
Alborz Geramifard
,
Meisam Razaviyayn
,
Ahmad Beirami
AdvML-Frontiers 2023
Readers:
Everyone
A Closer Look at Rehearsal-Free Continual Learning
James Seale Smith
,
Junjiao Tian
,
Shaunak Halbe
,
Yen-Chang Hsu
,
Zsolt Kira
Published: 01 Jan 2023, Last Modified: 23 Sept 2023
CVPR Workshops 2023
Readers:
Everyone
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
Shaunak Halbe
,
James Seale Smith
,
Junjiao Tian
,
Zsolt Kira
Published: 01 Jan 2023, Last Modified: 23 Sept 2023
CoRR 2023
Readers:
Everyone
Robustness through Data Augmentation Loss Consistency
Tianjian Huang
,
Shaunak Ashish Halbe
,
Chinnadhurai Sankar
,
Pooyan Amini
,
Satwik Kottur
,
Alborz Geramifard
,
Meisam Razaviyayn
,
Ahmad Beirami
Accepted by TMLR
Readers:
Everyone
DAIR: Data Augmented Invariant Regularization
Tianjian Huang
,
Shaunak Ashish Halbe
,
Chinnadhurai Sankar
,
Pooyan Amini
,
Satwik Kottur
,
Alborz Geramifard
,
Meisam Razaviyayn
,
Ahmad Beirami
29 Sept 2021 (modified: 12 Oct 2025)
ICLR 2022 Conference Withdrawn Submission
Readers:
Everyone
Co-Authors
Ahmad Beirami
Alborz Geramifard
Chinnadhurai Sankar
James Seale Smith
James Smith
Junjiao Tian
Meisam Razaviyayn
Pooyan Amini
Satwik Kottur
Tianjian Huang
Yen-Chang Hsu
Zsolt Kira