Etai Littwin

Joined

November 2016

Names

Etai Littwin (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@apple.com (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2017 – 2023

PhD student

Tel Aviv University (tau.ac.il)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

Publications

To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
Eran Malach, Omid Saremi, Sinead Williamson, Arwen Bradley, Aryo Lotfi, Emmanuel Abbe, Joshua M. Susskind, Etai Littwin
- ICLR 2026 Oral
- Readers: Everyone
Rethinking JEPA: Compute‑Efficient Video Self-Supervised Learning with Frozen Teachers
Xianhang Li, Chen Huang, Chun-Liang Li, Eran Malach, Joshua M. Susskind, Vimal Thilak, Etai Littwin
- ICLR 2026 Poster
- Readers: Everyone
Distillation Scaling Laws
Dan Busbridge, Amitis Shidani, Floris Weers, Jason Ramapuram, Etai Littwin, Russell Webb
- ICML 2025 poster
- Readers: Everyone
Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning
Etai Littwin, Vimal Thilak, Anand Gopalakrishnan
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
Etai Littwin, Omid Saremi, Madhu Advani, Vimal Thilak, Preetum Nakkiran, Chen Huang, Joshua M. Susskind
- NeurIPS 2024 poster
- Readers: Everyone
What Algorithms can Transformers Learn? A Study in Length Generalization
Hattie Zhou, Arwen Bradley, Etai Littwin, Noam Razin, Omid Saremi, Joshua Susskind, Samy Bengio, Preetum Nakkiran
- MATH-AI 23 Poster
- Readers: Everyone
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
Vimal Thilak, Chen Huang, Omid Saremi, Laurent Dinh, Hanlin Goh, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin
- ICLR 2024 spotlight
- Readers: Everyone
What Algorithms can Transformers Learn? A Study in Length Generalization
Hattie Zhou, Arwen Bradley, Etai Littwin, Noam Razin, Omid Saremi, Joshua M. Susskind, Samy Bengio, Preetum Nakkiran
- ICLR 2024 poster
- Readers: Everyone
Vanishing Gradients in Reinforcement Finetuning of Language Models
Noam Razin, Hattie Zhou, Omid Saremi, Vimal Thilak, Arwen Bradley, Preetum Nakkiran, Joshua M. Susskind, Etai Littwin
- ICLR 2024 poster
- Readers: Everyone
Adaptivity and Modularity for Efficient Generalization Over Task Complexity
Samira Abnar, Omid Saremi, Laurent Dinh, Shantel Wilson, Miguel Ángel Bautista, Chen Huang, Vimal Thilak, Etai Littwin, Jiatao Gu, Joshua M. Susskind, Samy Bengio
- Submitted to ICLR 2024
- Readers: Everyone

View all 23 publications

Co-Authors

View all 38 co-authors