Simon S. Woo

Detecting Both Machine and Human Created Fake Face Images In the Wild

Shahroz Tariq, Sang Yup Lee, Hoyoung Kim et al. · 2018 · 177 citations

Engineering, Machine Learning, Biometrics +17

OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder

Hasam Khalid, Simon S. Woo · 2020 · 171 citations

Convolutional Neural Network, Engineering, Machine Learning +19

FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning

Minha Kim, Shahroz Tariq, Simon S. Woo · 2021 · 112 citations

Data Augmentation, Convolutional Neural Network, Engineering +13

Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA

Shahroz Tariq, Sang Yup Lee, Youjin Shin et al. · 2019 · 104 citations

Multivariate Convolutional Lstm, Anomaly Detection, Machine Learning +18

Learning Sparse Latent Graph Representations for Anomaly Detection in Multivariate Time Series

Siho Han, Simon S. Woo · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 103 citations

Anomaly Detection, Machine Learning, Engineering +18