Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
Sravanti Addepalli*, *, Lakshay Sharma, R. Venkatesh Babu
MS @ CMU MLD
Prev. Predoc @ IISc
I am a first-year MSML student at Carnegie Mellon University (CMU). Previously, I was a Predoctoral Fellow at the Vision and AI Lab (VAL), Indian Institute of Science, where I worked with and his Ph.D. students and . I also collaborated with and from the Visual Computing Lab (VCL), Indian Institute of Science.
Before joining IISc, I was a Research Intern at the Vertical Solutions and Services Group (VSG) at Intel, Bangalore with Raghavendra Bhat, Pravin Chandran, and Karan Shah, where my work focused on Continual Learning. I completed my B.Tech in Computer Science and Engineering (2018-2022) from , Bangalore where I was advised by for my Capstone Project.
CV
Google Scholar
ashish.ramayee
May 24, 2024 | Awarded the Outstanding Reviewer Award at ! Serving as a Reviewer for . |
Feb. 27, 2024 | Two papers accepted at ! The first on Generalization with VLMs and the second on Long-tail learning with ViTs! |
Feb. 9, 2024 | Serving as a reviewer for . |
Nov. 20, 2023 | Presented DSiT (ICCV 2023) at the Adobe Research Workshop at IISc. |
Nov. 1, 2023 | Awarded the Kotak IISc AI-ML Pre-Doctoral Fellowship! |
Oct. 31, 2023 | Serving as a reviewer for . |
Oct. 28, 2023 | Our paper on Source-Free Domain Adaptation is accepted at ! |
Sept. 23, 2023 | Serving as a reviewer for . |
Jul. 18, 2023 | Our paper on Source-Free Domain Adaptation is accepted at ! |
May 4, 2023 | Serving on the Program Committee for . |
Apr. 2, 2023 | Our paper on Domain Generalization is accepted at the ODRUM Workshop at ! | May. 16, 2022 | Joined the as a Predoctoral Fellow. |
* indicates equal contribution.
Course and Personal Projects
, , , ,
(Assisted my colleagues / advisor in reviewing)
,
,
,
,