Sayeri Lala

PhD student, Princeton University

Joined

October 2021

Names

Sayeri Lala (Preferred)

Emails

****@princeton.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Princeton University (princeton.edu)

2019 – Present

Intern

Apple (apple.com)

2023 – 2023

MS student

Massachusetts Institute of Technology (mit.edu)

2017 – 2019

Undergrad student

Massachusetts Institute of Technology (mit.edu)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Niraj Jha

2019 – Present

MEng. Advisor

Elfar Adalsteinsson

2017 – 2019

Expertise

randomized controlled trials

artificial intelligence

2023 – Present

mri

deep learning

2017 – 2019

Publications

How PARTs assemble into wholes: Learning the relative composition of images
Melika Ayoughi, Samira Abnar, Chen Huang, Christopher Michael Sandino, Sayeri Lala, Eeshan Gunesh Dhekane, Dan Busbridge, Shuangfei Zhai, Vimal Thilak, Joshua M. Susskind, Pascal Mettes, Paul Groth, Hanlin Goh
- NLDL 2026 Spotlight
- Readers: Everyone
Learning the relative composition of EEG signals using pairwise relative shift pretraining
Christopher Michael Sandino, Sayeri Lala, Geeling Chau, Melika Ayoughi, Juri Minxha, Ellen L. Zippi, Ali Moin, Behrooz Mahasseni, Erdrin Azemi, Hanlin Goh
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
A Machine Learning Approach for Mitigating Artifacts in Fetal Imaging due to an Undersampled HASTE Sequence
Sayeri Lala, Borjan Gagoski, Jeffrey N. Stout, Bo Zhao, Berkin Bilgic, Ellen Grant, Polina Golland, Elfar Adalsteinsson
- OpenReview Archive Direct Upload
- Readers: Everyone
A Deep Learning Approach for Image Quality Assessment of Fetal Brain MRI
Sayeri Lala, Nalini M Singh, Borjan Gagoski, Esra Turk, Ellen Grant, Polina Golland, Elfar Adalsteinsson
- OpenReview Archive Direct Upload
- Readers: Everyone
Evaluation of Mode Collapse in Generative Adversarial Networks
Sayeri Lala, Maha Shady, Anastasiya Belyaeva, Molei Liu
- OpenReview Archive Direct Upload
- Readers: Everyone
Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction
Sayeri Lala, Hanlin Goh, Christopher Michael Sandino
- 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC)
- Readers: Everyone
SECRETS: Subject-Efficient Clinical Randomized Controlled Trials using Synthetic Intervention
Sayeri Lala, Niraj K. Jha
- CoRR 2023
- Readers: Everyone
Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency
Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
- Published: 01 Jan 2020, Last Modified: 10 Nov 2023
- MICCAI (6) 2020
- Readers: Everyone
Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency
Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
- Published: 01 Jan 2020, Last Modified: 10 Nov 2023
- CoRR 2020
- Readers: Everyone

Co-Authors

View all 35 co-authors