Eric C. Larson

Associate Professor, Computer Science, Southern Methodist University, Southern Methodist University

Joined

July 2019

Names

Eric C. Larson (Preferred)

Eric Larson

Emails

****@lyle.smu.edu (Confirmed)

****@smu.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Computer Science , Southern Methodist University, Southern Methodist University (smu.edu)

2013 – Present

Advisors, Relations & Conflicts

PhD Advisor

Shwetak Patel

2008 – 2013

PhD Advisor

Les E. Atlas

2008 – 2013

Expertise

Deep learning

Present

signal processing

Present

speech processing

Present

ubiquitous computing

Present

Publications

Causal Representation Learning on Degraded Multi‑Sensor Streams
Yihao Wang, Zhongdi Wu, Ying Zhang, Eric C. Larson
- Submitted to ICLR 2026
- Readers: Everyone
On the Expressiveness of Softmax Attention: A Recurrent Neural Network Perspective
Gabriel Mongaras, Eric C. Larson
- Accepted by TMLR
- Readers: Everyone
Designing a Photonic Physically Unclonable Function Having Resilience to Machine Learning Attacks
Elena R. Henderson, Jessie M. Henderson, Hiva Shahoei, William V. Oxford, Eric C. Larson, Duncan L. MacFarlane, Mitchell A. Thornton
- CoRR 2024
- Readers: Everyone
A Photonic Physically Unclonable Function's Resilience to Multiple-Valued Machine Learning Attacks
Jessie M. Henderson, Elena R. Henderson, Clayton A. Harper, Hiva Shahoei, William V. Oxford, Eric C. Larson, Duncan L. MacFarlane, Mitchell A. Thornton
- CoRR 2024
- Readers: Everyone
Interpretable word-level context-based sentiment analysis
Chenyu Yang, Eric Larson, Jing Cao
- Submitted to ICLR 2024
- Readers: Everyone
An approach for combining multimodal fusion and neural architecture search applied to knowledge tracing
Xinyi Ding, Tao Han, Yili Fang, Eric C. Larson
- Appl. Intell. 2023
- Readers: Everyone
Radiation Anomaly Detection Using an Adversarial Autoencoder
Charles Sayre, Eric C. Larson, Gabs DiLiegro, Joseph Camp, Bruce Gnade
- ACSSC 2023
- Readers: Everyone
Impacts of Synthetically Generated Data on Trackformer-based Multi-Object Tracking
Matthew Lee, Clayton A. Harper, William Flinchbaugh, Eric C. Larson, Mitchell A. Thornton
- AIPR 2023
- Readers: Everyone
Using Time Series Clustering to Inform Multimodal CNN Architectures
Joshua Sylvester, Matthew Lee, Daniel Canon Ellis, Mitchell A. Thornton, Eric C. Larson
- AIPR 2023
- Readers: Everyone
Exploring Convolutional Neural Networks for Predicting Sentinel-C Backscatter Between Image Acquisitions
Zhongdi Wu, Stuart Stothoff, Osvaldo Pensado, Jennifer Alford, Eric C. Larson
- IEEE Trans. Geosci. Remote. Sens. 2023
- Readers: Everyone

View all 89 publications

Co-Authors

View all 161 co-authors