Binh M. Le

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Collaborative Learning

Anomaly Detection

Face Recognition

Top Venues

Publications

Binh M. Le, Jiwon Kim, Shahroz Tariq, Kristen Moore, Alsharif Abuadbba, Simon S. Woo
SoK: Facial Deepfake Detectors. CoRR (2024)
Binh M. Le, Simon S. Woo
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning. ICCV (2023)
Chingis Oinar, Binh M. Le, Simon S. Woo
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition. IEEE Access 11 (2023)
Binh M. Le, Simon S. Woo
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning. CoRR (2023)
Chingis Oinar, Binh M. Le, Simon S. Woo
Expectation-Maximization via Pretext-Invariant Representations. IEEE Access 11 (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CoRR (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CIKM (2023)
Binh M. Le, Shahroz Tariq, Simon S. Woo
OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness. CoRR (2023)
Shahroz Tariq, Binh M. Le, Simon S. Woo
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. CIKM (2022)
Shahroz Tariq, Binh M. Le, Simon S. Woo
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability. CoRR (2022)
Chingis Oinar, Binh M. Le, Simon S. Woo
KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition. CoRR (2022)
Binh M. Le, Simon S. Woo
Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images. CoRR (2021)
Binh M. Le, Simon S. Woo
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. CoRR (2021)