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Frederic Z. Zhang
Researcher, Amazon
Joined
January 2020
Names
Frederic Z. Zhang
(Preferred)
,
Frederic Zhang
Emails
****@anu.edu.au
(Confirmed)
,
****@adelaide.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@amazon.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Amazon
(amazon.com)
2025
–
Present
Postdoc
Australian Institute for Machine Learning
(adelaide.edu.au)
2023
–
2025
PhD student
The Australian National University
(anu.edu.au)
2018
–
2023
Advisors, Relations & Conflicts
Coauthor
Cristian Rodriguez-Opazo
2024
–
Present
Coauthor
Paul Albert
2024
–
Present
Coauthor
Anton van den Hengel
2024
–
Present
Postdoc Advisor
Ehsan Abbasnejad
2023
–
Present
Coauthor
Yuhui Yuan
2023
–
2023
PhD Advisor
Stephen Gould
2018
–
2023
PhD Advisor
Dylan Campbell
2018
–
2023
Expertise
Parameter-efficient fine-tuning
2024
–
Present
Large language models
2024
–
Present
Task vectors
,
model merging
2023
–
Present
Human-object interaction detection
2018
–
2023
Publications
RandLoRA: Full rank parameter-efficient fine-tuning of large models
Paul Albert
,
Frederic Z. Zhang
,
Hemanth Saratchandran
,
Cristian Rodriguez-Opazo
,
Anton van den Hengel
,
Ehsan Abbasnejad
ICLR 2025 Poster
Readers:
Everyone
Exploring Predicate Visual Context in Detecting Human-Object Interactions
Frederic Z. Zhang
,
Yuhui Yuan
,
Dylan Campbell
,
Zhuoyao Zhong
,
Stephen Gould
ICCV 2023
Readers:
Everyone
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
Frederic Z. Zhang
,
Paul Albert
,
Cristian Rodriguez-Opazo
,
Anton van den Hengel
,
Ehsan Abbasnejad
NeurIPS 2024 poster
Readers:
Everyone
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
Frederic Z. Zhang
,
Paul Albert
,
Cristian Rodriguez Opazo
,
Anton van den Hengel
,
Ehsan Abbasnejad
CoRR 2024
Readers:
Everyone
Temporally Grounding Instructional Diagrams in Unconstrained Videos
Jiahao Zhang
,
Frederic Z. Zhang
,
Cristian Rodriguez
,
Yizhak Ben-Shabat
,
Anoop Cherian
,
Stephen Gould
CoRR 2024
Readers:
Everyone
Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer
Frederic Z. Zhang
,
Dylan Campbell
,
Stephen Gould
2022 (modified: 24 Oct 2022)
CVPR 2022
Readers:
Everyone
Spatially Conditioned Graphs for Detecting Human-Object Interactions
Frederic Z. Zhang
,
Dylan Campbell
,
Stephen Gould
2021 (modified: 24 Oct 2022)
ICCV 2021
Readers:
Everyone
Co-Authors
Anoop Cherian
Anton van den Hengel
Cristian Rodriguez
Cristian Rodriguez Opazo
Cristian Rodriguez-Opazo
Dylan Campbell
Ehsan Abbasnejad
Hemanth Saratchandran
Jiahao Zhang
Paul Albert
Stephen Gould
Yizhak Ben-Shabat
Yuhui Yuan
Zhuoyao Zhong