Pei-Hsuan Lu

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 8

Top Topics

Arbitrarily Oriented

Medical Image Registration

Data Generation

Intrinsic Dimensionality

Top Venues

Publications

Pei-Hsuan Lu, Pang-Chieh Wang, Chia-Mu Yu
Empirical Evaluation on Synthetic Data Generation with Generative Adversarial Network. WIMS (2019)
Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples. CoRR (2018)
Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On the Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces. GlobalSIP (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Kang-Cheng Chen, Chia-Mu Yu
-based Adversarial Examples. CoRR (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Kang-Cheng Chen, Chia-Mu Yu
On the Limitation of MagNet Defense Against L1-Based Adversarial Examples. DSN Workshops (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples. ICLR (Workshop) (2018)
Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On The Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces. CoRR (2018)
Pei-Hsuan Lu, Chia-Mu Yu
POSTER: A Unified Framework of Differentially Private Synthetic Data Release with Generative Adversarial Network. CCS (2017)