Me
@Paris, France

Thomas E. Huang

ETH Zürich

Address
Sternwartstrasse 7, Zürich, Switzerland
Emails
thomas.huang [at] vision [dot] ee.ethz.ch
thomaseh [at] umich [dot] edu

About Me

Hello! My name is Thomas E. Huang. I am a third-year PhD student at the Visual Intelligence and Systems group at the Computer Vision Lab, advised by Prof. Fisher Yu. Previously, I obtained my Master's and Bachelor's degrees from the EECS department at the University of Michigan. My research interests are deep learning and its applications to computer vision.

Selected Publications

Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving

Thomas E. Huang,
Yifan Liu,
Luc Van Gool,
Fisher Yu
International Conference on Computer Vision (ICCV), 2023

QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking

Tobias Fischer*,
Thomas E. Huang*,
Jiangmiao Pang*,
Linlu Qiu,
Haofeng Chen,
Trevor Darrell,
Fisher Yu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Composite Learning for Robust and Effective Dense Predictions

Menelaos Kanakis,
Thomas E. Huang,
David Bruggemann,
Fisher Yu,
Luc Van Gool
Winter Conference on Applications of Computer Vision (WACV), 2023

Dense Prediction with Attentive Feature Aggregation

Yung-Hsu Yang,
Thomas E. Huang,
Min Sun,
Samuel Rota Bulò,
Peter Kontschieder,
Fisher Yu
Winter Conference on Applications of Computer Vision (WACV), 2023

Tracking Every Thing in the Wild

Siyuan Li,
Martin Danelljan,
Henghui Ding,
Thomas E. Huang,
Fisher Yu
European Conference on Computer Vision (ECCV), 2022

Robust Object Detection via Instance-Level Temporal Cycle Confusion

Xin Wang,
Thomas E. Huang*,
Benlin Liu*,
Fisher Yu,
Xiaolong Wang,
Joseph E. Gonzalez,
Trevor Darrell
International Conference on Computer Vision (ICCV), 2021

Frustratingly Simple Few-Shot Object Detection

Xin Wang*,
Thomas E. Huang*,
Trevor Darrell,
Joseph E. Gonzalez,
Fisher Yu
International Conference on Machine Learning (ICML), 2020
GitHub Repo stars

Research Experience

Computer Vision Lab -

ETH Zürich

Aug. 2021 – current
Researcher - Advisor: Prof. Fisher Yu
Michigan AI Lab -

University of Michigan

Apr. 2018 – Apr. 2021
Researcher - Advisor: Prof. Honglak Lee
Berkeley DeepDrive (BDD) Lab -

University of California, Berkeley

Jun. 2019 – Sep. 2019
Research Intern - Advisors: Prof. Fisher Yu, Prof. Trevor Darrell

Education

ETH Zürich -

Zürich, Switzerland

Aug. 2021 – current
PhD in Information Technology and Electrical Engineering
University of Michigan -

Ann Arbor, Michigan

Sep. 2019 – Apr. 2021
Masters in Computer Science and Engineering
University of Michigan -

Ann Arbor, Michigan

Sep. 2015 – Apr. 2019
Bachelor of Engineering in Computer Science and Data Science

Services

Reviewer
CVPR'22, WACV'23, ICCV'23, NeurIPS'23, ECCV'24
Last updated: Sep. 12th, 2024. Thanks to Anthony for building the website ♥