Vijay Ekambaram

Researcher, International Business Machines

Joined

January 2023

Names

Vijay Ekambaram (Preferred)

Emails

****@in.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2013 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Time series

2021 – Present

Foundation Model For Time Series

2021 – Present

Deep Learning Architectures

2019 – Present

Publications

TSDINO: Teacher–Student Self-Distillation Framework for Robust Pre-training of Time-Series Foundation Models
Takayuki Katsuki, Tomoya Sakai, Haoxiang Qiu, Vijay Ekambaram, Kyongmin Yeo, Arindam Jati, Sumanta Mukherjee, Subodh Kumar, Pankaj Dayama, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam
- Submitted to ICLR 2026
- Readers: Everyone
TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis
Vijay Ekambaram, Subodh Kumar, Arindam Jati, Sumanta Mukherjee, Tomoya Sakai, Pankaj Dayama, Wesley M. Gifford, Jayant Kalagnanam
- ICLR 2026 Poster
- Readers: Everyone
Towards Unbiased Evaluation of Time-series Anomaly Detector
Debarpan Bhattacharya, Sumanta Mukherjee, Chandramouli Kamanchi, Vijay Ekambaram, Arindam Jati, Pankaj Dayama
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
Vijay Ekambaram, Arindam Jati, Pankaj Dayama, Sumanta Mukherjee, Nam H Nguyen, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors