OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Gayatri Deshmukh
PhD student, Information Science, University of Illinois at Urbana-Champaign
Researcher, Northwestern University
Joined
October 2022
Names
Gayatri Deshmukh
(Preferred)
,
Gayatri Sudhir Deshmukh
,
Gayatri S. Deshmukh
Emails
****@gmail.com
(Confirmed)
,
****@illinois.edu
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Information Science,
University of Illinois at Urbana-Champaign
(illinois.edu)
2026
–
Present
Researcher
Northwestern University
(northwestern.edu)
2024
–
Present
Researcher
Indian Institute of Technology, Roorkee
(iitr.ac.in)
2021
–
2025
Undergrad student
Information Technology,
Vishwakarma Institute of Information Technology Pune
(viit.ac.in)
2019
–
2022
Advisors, Relations & Conflicts
research advisor
Sparsh Mittal
Present
research advisor
C Krishna Mohan
Present
research advisor
Ulas Bagci
Present
PhD Advisor
Halil Kilicoglu
Present
Expertise
Multimodal Learning
,
Generative AI
,
Medical Imaging
,
Applied AI
,
Video Understanding
Present
Publications
Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching
Onkar Susladkar
,
Tushar Prakash
,
Gayatri Deshmukh
,
Kiet A. Nguyen
,
Jiaxun Zhang
,
Adheesh Sunil Juvekar
,
Tianshu Bao
,
Lin Chai
,
Sparsh Mittal
,
Inderjit S. Dhillon
,
Ismini Lourentzou
CoRR 2026
Readers:
Everyone
Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching
Onkar Kishor Susladkar
,
Tushar Prakash
,
Gayatri Deshmukh
,
Kiet A. Nguyen
,
Jiaxun Zhang
,
Adheesh Sunil Juvekar
,
Tianshu Bao
,
Lin Chai
,
Sparsh Mittal
,
Inderjit S Dhillon
,
Ismini Lourentzou
ICML 2026 regular
Readers:
Everyone
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
Onkar Susladkar
,
Gayatri Deshmukh
,
Yalcin Tur
,
Gorkhem Durak
,
Ulas Bagci
CoRR 2025
Readers:
Everyone
MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers
Gayatri Deshmukh
,
Onkar Kishor Susladkar
,
Debesh Jha
,
Elif Keles
,
Halil Ertugrul Aktas
,
alpay medetalibeyoglu
,
Daniela P. Ladner
,
Amir A. Borhani
,
Gorkem Durak
,
Ulas Bagci
MIDL 2025 Poster
Readers:
Everyone
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
Onkar Susladkar
,
Gayatri Deshmukh
,
Yalcin Tur
,
Gorkem Durak
,
Ulas Bagci
undefined 2025
Readers:
Everyone
D2Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods
Onkar Susladkar
,
Gayatri Deshmukh
,
Sparsh Mittal
,
Parth Shastri
CoRR 2024
Readers:
Everyone
LIVENet: A novel network for real-world low-light image denoising and enhancement
Dhruv Makwana
,
Gayatri Deshmukh
,
Onkar Susladkar
,
Sparsh Mittal
,
R. Sai Chandra Teja
WACV 2024
Readers:
Everyone
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation
Gayatri Deshmukh
,
Somsubhra De
,
Chirag Sehgal
,
Jishu Sen Gupta
,
Sparsh Mittal
CoRR 2024
Readers:
Everyone
Textual Alchemy: CoFormer for Scene Text Understanding
Gayatri Deshmukh
,
Onkar Susladkar
,
Dhruv Makwana
,
Sparsh Mittal
,
R. Sai Chandra Teja
WACV 2024
Readers:
Everyone
DStyler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods
Onkar Susladkar
,
Gayatri Deshmukh
,
Sparsh Mittal
,
Parth Shastri
ICPR (6) 2024
Readers:
Everyone
View all 17 publications
Co-Authors
Adheesh Sunil Juvekar
Amir A. Borhani
Ananya Mantravadi
C. Krishna Mohan
Chirag Sehgal
Daniela P. Ladner
Debesh Jha
Dhruv Makwana
Elif Keles
Gajanan H. Chavhan
Gorkem Durak
Gorkhem Durak
Halil Ertugrul Aktas
Inderjit S Dhillon
Inderjit S. Dhillon
Ismini Lourentzou
Jiaxun Zhang
Jishu Sen Gupta
Kiet A. Nguyen
Lin Chai
Onkar Kishor Susladkar
Onkar Susladkar
Parth Shastri
R. Sai Chandra Teja
Rekha Singhal
View all 35 co-authors