Sabera J Talukder

Researcher, Research, Google

PhD student, California Institute of Technology

Joined

September 2020

Names

Sabera J Talukder (Preferred)

Sabera Talukder

Emails

****@gmail.com (Confirmed)

****@caltech.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Research, Google (research.google.com)

2024 – Present

PhD student

California Institute of Technology (caltech.edu)

2019 – Present

Undergrad student

Stanford University (stanford.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Georgia Gkioxari

2023 – Present

PhD Advisor

Yisong Yue

2019 – Present

Expertise

No areas of expertise listed

Publications

Population Transformer: Learning Population-level Representations of Neural Activity
Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu
- ICLR 2025 Oral
- Readers: Everyone
Population Transformer: Learning Population-level Representations of Intracranial Activity
Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis
Sabera J Talukder, Yisong Yue, Georgia Gkioxari
- Accepted by TMLR
- Readers: Everyone
Population Transformer: Learning Population-level Representations of Intracranial Activity
Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu
- ICML2024-AI4Science Poster
- Readers: Everyone
Time Series Modeling at Scale: A Universal Representation Across Tasks and Domains
Sabera J Talukder, Georgia Gkioxari
- Submitted to ICLR 2024
- Readers: Everyone
Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings
Sabera J Talukder, Jennifer J. Sun, Matthew K Leonard, Bingni W Brunton, Yisong Yue
- Published: 02 Dec 2022, Last Modified: 05 May 2023
- TS4H Poster
- Readers: Everyone
On the Benefits of Early Fusion in Multimodal Representation Learning
George Barnum, Sabera J Talukder, Yisong Yue
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
On the Benefits of Early Fusion in Multimodal Representation Learning
Sabera J Talukder, George Barnum, Yisong Yue
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Architecture Agnostic Neural Networks
Sabera J Talukder, Guruprasad Raghavan, Yisong Yue
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone