Erdrin Azemi

Principal Researcher, Apple

Joined

September 2023

Names

Erdrin Azemi (Preferred)

Emails

****@apple.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Apple (apple.com)

2014 – Present

PhD student

University of Pittsburgh (pitt.edu)

2005 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

biosensors

,

deep learning

,

machine learning

Present

Publications

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
Modeling speech emotion with label variance and analyzing performance across speakers and unseen acoustic conditions
Vikramjit Mitra, Amrit Romana, Dung Tran, Erdrin Azemi
- ICLR 2025 Workshop ICBINB
- 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

Co-Authors