Christopher Michael Sandino

Researcher, Apple

Joined

August 2021

Names

Christopher Michael Sandino (Preferred)

Christopher M. Sandino

Emails

****@stanford.edu (Confirmed)

****@apple.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Apple (apple.com)

2021 – Present

PhD student

Stanford University (stanford.edu)

2017 – 2021

MS student

Stanford University (stanford.edu)

2015 – 2017

Undergrad student

University of Southern California (usc.edu)

2011 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Shreyas Vasanawala

2015 – 2021

Expertise

deep learning

Present

medical imaging

Present

signal processing

Present

magnetic resonance imaging

Present

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
How PARTs assemble into wholes: Learning the relative composition of images
Melika Ayoughi, Samira Abnar, Chen Huang, Christopher Michael Sandino, Sayeri Lala, Eeshan Gunesh Dhekane, Dan Busbridge, Shuangfei Zhai, Vimal Thilak, Joshua M. Susskind, Pascal Mettes, Paul Groth, Hanlin Goh
- NLDL 2026 Spotlight
- 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
Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction
Sayeri Lala, Hanlin Goh, Christopher Michael Sandino
- 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC)
- Readers: Everyone

View all 20 publications

Co-Authors

View all 69 co-authors