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Elizabeth Mary Hou
Researcher, STR
Joined
August 2018
Names
Elizabeth Mary Hou
(Preferred)
,
Elizabeth Hou
Emails
****@umich.edu
(Confirmed)
,
****@str.us
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
STR
(str.us)
2019
–
Present
PhD student
University of Michigan
(umich.edu)
2013
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Alfred Hero
2014
–
2019
Coauthor
Earl Lawrence
2014
–
2019
Coauthor
Yasin Yilmaz
2014
–
2016
Expertise
Convex Optimization
Present
Manifolds
Present
Information Geometry
Present
Bayesian Statistics
Present
NLP
Present
Publications
Machine Learning Models for Improved Tracking from Range-Doppler Map Images
Elizabeth Hou
,
Ross Greenwood
,
Piyush Kumar
FUSION 2024
Readers:
Everyone
Encoding Agent Trajectories as Representations with Sequence Transformers
Athanasios Tsiligkaridis
,
Nicholas Kalinowski
,
Zhongheng Li
,
Elizabeth Hou
GeoAI@SIGSPATIAL 2024
Readers:
Everyone
Decoding Layer Saliency in Language Transformers
Elizabeth Mary Hou
,
Gregory David Castanon
ICML 2023 Poster
Readers:
Everyone
Decoding Layer Saliency in Language Transformers
Elizabeth Mary Hou
,
Gregory David Castañón
ICML 2023
Readers:
Everyone
Decoding Layer Saliency in Language Transformers
Elizabeth Mary Hou
,
Gregory D. Castañón
CoRR 2023
Readers:
Everyone
DECODING LAYER SALIENCY IN TRANSFORMERS
Elizabeth Mary Hou
,
Gregory Castanon
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Hierarchical Entity Alignment for Attribute-Rich Event-Driven Graphs
Elizabeth Hou
,
Joanna Brown
,
John Fisher
2022 (modified: 28 Sept 2022)
CoRR 2022
Readers:
Everyone
Anomaly Detection in Partially Observed Traffic Networks
Elizabeth Hou
,
Yasin Yilmaz
,
Alfred O. Hero III
2019 (modified: 29 Jan 2026)
IEEE Trans. Signal Process. 2019
Readers:
Everyone
View all 16 publications
Co-Authors
Alfred O. Hero III
Athanasios Tsiligkaridis
Gregory Castanon
Gregory D. Castañón
Gregory David Castanon
Gregory David Castañón
Jesus Arroyo
Joanna Brown
John Fisher
Kumar Sricharan
Nicholas Kalinowski
Piyush Kumar
Ross Greenwood
Yasin Yilmaz
Zhongheng Li