Gamaleldin Fathy Elsayed

Principal Researcher, Amazon

Joined

September 2018

Names

Gamaleldin Fathy Elsayed (Preferred)

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

Wikipedia

Career & Education History

Principal Researcher

Amazon (amazon.com)

2024 – Present

Research Scientist

Google (deepmind.com)

2022 – 2024

Research Scientist

Google Research, Brain Team (google.com)

2019 – 2022

AI Resident

Google Brain (google.com)

2017 – 2019

PhD student

Columbia University (columbia.edu)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

John Cunningham

2013 – 2017

Expertise

Large Language Models

2022 – 2025

Scaling

2022 – 2025

Multimodal foundational models

2022 – 2025

Publications

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Gamaleldin Fathy Elsayed
- OpenReview Archive Direct Upload
- Readers: Everyone
Can generative models generate novel objects the same as familiar objects?
Zhaokun Xue, Chang Ye, Gamaleldin Fathy Elsayed, Junfeng He
- VisCon 2025 Poster
- Readers: Everyone
Subtle adversarial image manipulations influence both human and machine perception
Vijay Veerabadran, Josh Goldman, Shreya Shankar, Brian Cheung, Nicolas Papernot, Alexey Kurakin, Ian Goodfellow, Jonathon Shlens, Jascha Sohl-Dickstein, Michael Curtis Mozer, Gamaleldin Fathy Elsayed
- Nature Communications
- Readers: Everyone
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability
Jiri Hron, Laura A Culp, Gamaleldin Fathy Elsayed, Rosanne Liu, Jasper Snoek, Simon Kornblith, Alex Rizkowsky, Isabelle Simpson, Jascha Sohl-Dickstein, Noah Fiedel, Aaron T Parisi, Alexander A Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Izzeddin Gur, Jaehoon Lee, John D Co-Reyes et al. (11 additional authors not shown)
- COLM
- Readers: Everyone
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Avi Singh, John D Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron T Parisi, Abhishek Kumar, Alexander A Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin Fathy Elsayed, Hanie Sedghi, Igor Mordatch et al. (20 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
Yi-Fu Wu, Klaus Greff, Gamaleldin Fathy Elsayed, Michael Curtis Mozer, Thomas Kipf, Sjoerd van Steenkiste
- UniReps Poster
- Readers: Everyone
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
Yi-Fu Wu, Klaus Greff, Gamaleldin Fathy Elsayed, Michael Curtis Mozer, Thomas Kipf, Sjoerd van Steenkiste
- CRL@NeurIPS 2023 Poster
- Readers: Everyone
Scaling Vision Transformers to 22 Billion Parameters
Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Peter Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme Ruiz, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar et al. (22 additional authors not shown)
- ICML 2023 OralPoster
- Readers: Everyone
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
Ondrej Biza, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Thomas Kipf
- ICML 2023 Poster
- Readers: Everyone
Teacher-generated pseudo human spatial-attention labels boost contrastive learning models
Yushi Yao, Chang Ye, Junfeng He, Gamaleldin Fathy Elsayed
- Published: 18 Oct 2022, Last Modified: 05 May 2023
- SVRHM Poster
- Readers: Everyone

View all 14 publications

Co-Authors

View all 110 co-authors