Ellen L. Zippi

Researcher, Apple

Joined

September 2023

Names

Ellen L. Zippi (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Apple (apple.com)

2022 – Present

PhD student

University of California, Berkeley (berkeley.edu)

2017 – 2022

Undergrad student

University of Texas at Austin (utexas.edu)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Jose M. Carmena

2017 – 2022

Expertise

No areas of expertise listed

Publications

Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts
Geeling Chau, Ran Liu, Juri Minxha, Wenhui Cui, Erdrin Azemi, Ellen L. Zippi, Behrooz Mahasseni, Christopher Michael Sandino
- SD4H ICML 2026
- Readers: Everyone
Narrative of Time across Scales (NoTS)
Wenrui Ma, Ran Liu, Ellen L. Zippi, Christopher Michael Sandino, Juri Minxha, Behrooz Mahasseni, Erdrin Azemi, Ali Moin, Eva L Dyer
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
Wenhui Cui, Christopher Michael Sandino, Hadi Pouransari, Ran Liu, Juri Minxha, Ellen L. Zippi, Erdrin Azemi, Behrooz Mahasseni
- ICLR 2026 Poster
- 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
CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG signals
Wenhui Cui, Christopher Michael Sandino, Hadi Pouransari, Ran Liu, Juri Minxha, Ellen L. Zippi, Aman Verma, Anna Sedlackova, Erdrin Azemi, Behrooz Mahasseni
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement
Gaurav Patel, Christopher Michael Sandino, Behrooz Mahasseni, Ellen L. Zippi, Erdrin Azemi, Ali Moin, Juri Minxha
- ICLR 2025 Poster
- Readers: Everyone
Generalizable autoregressive modeling of time series through functional narratives
Ran Liu, Wenrui Ma, Ellen L. Zippi, Hadi Pouransari, Jingyun Xiao, Christopher Michael Sandino, Behrooz Mahasseni, Juri Minxha, Erdrin Azemi, Eva L Dyer, Ali Moin
- Submitted to ICLR 2025
- Readers: Everyone
Promoting cross-modal representations to improve multimodal foundation models for physiological signals
Ching Fang, Christopher Michael Sandino, Behrooz Mahasseni, Juri Minxha, Hadi Pouransari, Erdrin Azemi, Ali Moin, Ellen L. Zippi
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals
Ran Liu, Ellen L. Zippi, Hadi Pouransari, Christopher Michael Sandino, Jingping Nie, Hanlin Goh, Erdrin Azemi, Ali Moin
- Submitted to ICLR 2024
- Readers: Everyone