Kibok Lee

A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks

Kimin Lee, Kibok Lee, Honglak Lee et al. · arXiv (Cornell University) · 2018 · 978 citations · Full text

Computing, Computer Science, Cybersecurity +15

Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples

Kimin Lee, Honglak Lee, Kibok Lee et al. · arXiv (Cornell University) · 2017 · 116 citations · Full text

Computing, Computer Science, Computer Vision +13

Augmenting supervised neural networks with unsupervised objectives for large-scale image classification

Yuting Zhang, Kibok Lee, Honglak Lee · International Conference on Machine Learning · 2016 · 76 citations

Computing, Computer Science, Computer Vision +16

Robust Inference via Generative Classifiers for Handling Noisy Labels

Kimin Lee, Sukmin Yun, Kibok Lee et al. · arXiv (Cornell University) · 2019 · 61 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification

Yuting Zhang, Kibok Lee, Honglak Lee · arXiv (Cornell University) · 2016 · 57 citations · Full text

Computing, Computer Science, Computer Vision +16