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 · 976 citations · Full text

Engineering, Machine Learning, Information Forensics +22

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

Kimin Lee, Honglak Lee, Kibok Lee et al. · arXiv (Cornell University) · 2017 · 115 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

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

Convolutional Neural Network, Supervised Neural Networks, Engineering +19

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

Engineering, Machine Learning, Data Science +14

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

Yuting Zhang, Kibok Lee, Honglak Lee · arXiv (Cornell University) · 2016 · 56 citations · Full text

Convolutional Neural Network, Supervised Neural Networks, Engineering +18