About
I'm a PhD student at the University of California-Davis working with Dr. Hamed Pirsiavash. My PhD focuses on Machine Learning, specially computer vision.
Computer Engineer, ML Researcher, & Software Developer.
Here are some basic info about me:
- Full Name: Parsa Nooralinejad Eslamloo
- Advisor: Dr. Hamed Pirsiavash
- City: Davis, CA, USA
- Degree: Ph.D.
- Email: pnoorali@ucdavis.edu
Skills
Resume
Sumary
Parsa Nooralinejad
Currently, PhD student at the University of California-Davis, working with Dr. Hamed Pirsiavash. My expertise lies with in Applied Machine Learning algorithm design for multi agent, self-supervised, few shot, active, and continual learning with focus on computer vision.
- Davis, CA
- pnoorali@ucdavis.edu
Education
Ph.D. of Computer Science
2022 - Present
University of California-Davis, Davis, CA
Transferred with my advisor, I started my research on multi-agent continual learning in UCD.
Ph.D. of Computer Science
2021 - 2022
University of Maryland-Baltimore County, Baltimore, MD
Started my work with Dr. Pirsiavash in the field of computer vision on Self-Supervised and Low-budget active learning. I studied at the UMBC for one year before I transferred to UCD with my advisor.
Highschool
2008 - 2015
Allame Helli Highschool (NODET), Tehran, IR
Professional Experience
Graduate Assistant
2022 - Present
UCD, Davis, CA
- Teaching Assistant for ECS271 (Machine Learning and Discovery)
- Research Assistant in UCDVision lab.
Research Intern
Jun 2022 - Sep 2022
Apple Inc, Seattle, WA
- Summer Internship in Apple AI/ML team
- Worked on a project to boost Vision Transformers Performance
Graduate Assitant
2021 - 2022
University of Maryland-Baltimore County, Baltimore, MD
- Teaching Assisntant for Data Structure course
- Teaching Assisntant for Artificial Intelligence Course
- Teaching Assisntant for Discrete Mathematics Course
- Research Assisntant for UMBC Vision Lab, Under Dr H Pirsiavash
Freelancer
2015 - 2020
Tehran, IR
- Worked on several websites for different companies
- Marketing specialist in Behshafa company
- Designed and implemented Web-based attendance and inventory software
- Designed and implemented wifi based cctv system using esp32 micro computers
Publications
Here are some of my publications
PRANC: Pseudo RAndom Networks for Compacting deep models
ICCV 2023
Sparsity and heterogeneous dropout for continual learning in the null space of neural activations
CoLLA
NOLA: Networks as Linear Combination of Low Rank Random Basis
ICLR2024
BrainWash: A Poisoning Attack to Forget in Continual Learning
CVPR 2024
A simple baseline for low-budget active learning
arXiv
TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training
ISCAS
Contact
I work from home most of the time but on campus, you can find me here:
Location:
Academic Surge, Room 2078, UC Davis, Davis, CA 95616
Email:
pnoorali@ucdavis.edu