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Danny Xu
Postdoc, University of Melbourne
Joined
February 2020
Names
Danny Xu
(Preferred)
,
Zhiwei Xu
Emails
****@anu.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@anu.edu.au
(Confirmed)
,
****@canberra.edu.au
(Confirmed)
,
****@unimelb.edu.au
(Confirmed)
Personal Links
Homepage
ORCID
Career & Education History
Postdoc
University of Melbourne
(unimelb.edu.au)
2025
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Richard Hartley
2017
–
2022
Expertise
Generative Model
2022
–
Present
Computer Vision
2017
–
Present
Deep Learning
2017
–
Present
Domain-specific LLM
2024
–
2025
Path Planning
2023
–
2024
Implicit Differentiation
2021
–
2023
Publications
Large Language Model Guided Self-Debugging Code Generation
Muntasir Adnan
,
Zhiwei Xu
,
Carlos C. N. Kuhn
CoRR 2025
Readers:
Everyone
Weakly-Supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors
Liyuan Pan
,
Richard Hartley
,
Liu Liu
,
Zhiwei Xu
,
Shah Ariful Hoque Chowdhury
,
Yan Yang
,
Hongguang Zhang
,
Hongdong Li
,
Miaomiao Liu
IEEE Trans. Pattern Anal. Mach. Intell. 2024
Readers:
Everyone
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
Zhaoyuan Yang
,
Zhengyang Yu
,
Zhiwei Xu
,
Jaskirat Singh
,
Jing Zhang
,
Dylan Campbell
,
Peter H. Tu
,
Richard Hartley
ICLR 2024
Readers:
Everyone
Adversarial Purification with the Manifold Hypothesis
Zhaoyuan Yang
,
Zhiwei Xu
,
Jing Zhang
,
Richard I. Hartley
,
Peter H. Tu
AAAI 2024
Readers:
Everyone
Unleashing Artificial Cognition: Integrating Multiple AI Systems
Muntasir Adnan
,
Buddhi Gamage
,
Zhiwei Xu
,
Damith Herath
,
Carlos C. N. Kuhn
ACIS 2024
Readers:
Everyone
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
Zhaoyuan Yang
,
Zhengyang Yu
,
Zhiwei Xu
,
Jaskirat Singh
,
Jing Zhang
,
Dylan Campbell
,
Peter Tu
,
Richard Hartley
ICLR 2024 poster
Readers:
Everyone
PMaF: Deep Declarative Layers for Principal Matrix Features
Zhiwei Xu
,
Hao Wang
,
Yanbin Liu
,
Stephen Gould
Differentiable Almost Everything
Readers:
Everyone
Towards Understanding Gradient Approximation in Equality Constrained Deep Declarative Networks
Stephen Gould
,
Ming Xu
,
Zhiwei Xu
,
Yanbin Liu
Differentiable Almost Everything
Readers:
Everyone
PMaF: Deep Declarative Layers for Principal Matrix Features
Zhiwei Xu
,
Hao Wang
,
Yanbin Liu
,
Stephen Gould
CoRR 2023
Readers:
Everyone
Probabilistic and semantic descriptions of image manifolds and their applications
Peter H. Tu
,
Zhaoyuan Yang
,
Richard I. Hartley
,
Zhiwei Xu
,
Jing Zhang
,
Yiwei Fu
,
Dylan Campbell
,
Jaskirat Singh
,
Tianyu Wang
Frontiers Comput. Sci. 2023
Readers:
Everyone
View all 18 publications
Co-Authors
Buddhi Gamage
Carlos C. N. Kuhn
Chamin Hewa Koneputugodage
Damith Herath
Dylan Campbell
Hao Wang
Hao-lin Li
Hongdong Li
Hongguang Zhang
Itzik Ben-Shabat
Jaskirat Singh
Jing Zhang
Karen M. von Deneen
Lei Ran
Lei Zhang
Liu Liu
Liyuan Pan
Mengdao Xing
Miaomiao Liu
Ming Xu
Muntasir Adnan
Peter H. Tu
Peter Tu
Richard Hartley
Richard I. Hartley
View all 36 co-authors