Ari S. Morcos

Research Scientist, Meta AI (FAIR)

Joined

November 2016

Names

Ari S. Morcos (Preferred)

Ari Morcos

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

****@fb.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Meta AI (FAIR) (meta.com)

2018 – Present

Research Scientist

DeepMind (google.com)

2016 – 2018

PhD student

Harvard University (harvard.edu)

2011 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Christopher Harvey

2011 – 2016

Expertise

Data Curation

Present

Deep Learning

Present

Publications

A Cookbook of Self-Supervised Learning
Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari S. Morcos, Shashank Shekhar, Tom Goldstein, Florian Bordes, Adrien Bardes, Grégoire Mialon, Yuandong Tian, Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, Micah Goldblum
- Arxiv
- Readers: Everyone
Effective pruning of web-scale datasets based on complexity of concept clusters
Amro Kamal Mohamed Abbas, Evgenia Rusak, Kushal Tirumala, Wieland Brendel, Kamalika Chaudhuri, Ari S. Morcos
- ICLR 2024 poster
- Readers: Everyone
SIEVE: Multimodal Dataset Pruning using Image-Captioning Models
Anas Mahmoud, Mostafa Elhoushi, Amro Kamal Mohamed Abbas, Yu Yang, Newsha Ardalani, Hugh James Leather, Ari S. Morcos
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning
Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari S. Morcos
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
On the special role of class-selective neurons in early training
Omkar Ranadive, Nikhil Thakurdesai, Ari S. Morcos, Matthew L Leavitt, Stephane Deny
- Accepted by TMLR
- Readers: Everyone
Stable and low-precision training for large-scale vision-language models
Mitchell Wortsman, Tim Dettmers, Luke Zettlemoyer, Ari S. Morcos, Ali Farhadi, Ludwig Schmidt
- NeurIPS 2023 poster
- Readers: Everyone
Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations
Shashank Shekhar, Florian Bordes, Pascal Vincent, Ari S. Morcos
- Published: 04 Mar 2023, Last Modified: 16 May 2023
- ME-FoMo 2023 Spotlight
- Readers: Everyone
SemDeDup: Data-efficient learning at web-scale through semantic deduplication
Amro Kamal Mohamed Abbas, Kushal Tirumala, Daniel Simig, Surya Ganguli, Ari S. Morcos
- Published: 04 Mar 2023, Last Modified: 16 May 2023
- ME-FoMo 2023 Poster
- Readers: Everyone
SemDeDup: Data-efficient learning at web-scale through semantic deduplication
Amro Kamal Mohamed Abbas, Kushal Tirumala, Daniel Simig, Surya Ganguli, Ari S. Morcos
- Published: 06 Mar 2023, Last Modified: 01 May 2023
- MRL 2023 Spotlight
- Readers: Everyone
The Robustness Limits of SoTA Vision Models to Natural Variation
Mark Ibrahim, Quentin Garrido, Ari S. Morcos, Diane Bouchacourt
- Accepted by TMLR
- Readers: Everyone

View all 36 publications

Co-Authors

View all 78 co-authors