Kibok Lee
Kibok Lee
Applied Scientist, Amazon Web Services
Verifierad e-postadress på amazon.com - Startsida
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A simple unified framework for detecting out-of-distribution samples and adversarial attacks
K Lee, K Lee, H Lee, J Shin
Conference on Neural Information Processing Systems, 2018
4342018
Training confidence-calibrated classifiers for detecting out-of-distribution samples
K Lee, H Lee, K Lee, J Shin
International Conference on Learning Representations, 2018
3712018
Augmenting supervised neural networks with unsupervised objectives for large-scale image classification
Y Zhang, K Lee, H Lee
International conference on machine learning, 612-621, 2016
1272016
Towards understanding the invertibility of convolutional neural networks
AC Gilbert, Y Zhang, K Lee, Y Zhang, H Lee
International Joint Conferences on Artificial Intelligence, 2017
542017
Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild
K Lee, K Lee, J Shin, H Lee
Proceedings of the IEEE International Conference on Computer Vision, 312-321, 2019
532019
Network randomization: A simple technique for generalization in deep reinforcement learning
K Lee, K Lee, J Shin, H Lee
International Conference on Learning Representations, 2020
432020
Robust inference via generative classifiers for handling noisy labels
K Lee, S Yun, K Lee, H Lee, B Li, J Shin
International Conference on Machine Learning, 2019
37*2019
Hierarchical novelty detection for visual object recognition
K Lee, K Lee, K Min, Y Zhang, J Shin, H Lee
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
282018
A flexible framework for online document segmentation by pairwise stroke distance learning
A Delaye, K Lee
Pattern Recognition 48 (4), 1197-1210, 2015
242015
Automatic correction of lithography hotspots with a deep generative model
W Sim, K Lee, D Yang, J Jeong, JS Hong, S Lee, H Lee
Optical Microlithography XXXII 10961, 1096105, 2019
92019
i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning
K Lee, Y Zhu, K Sohn, CL Li, J Shin, H Lee
International Conference on Learning Representations, 2021
7*2021
Device and method of providing handwritten content in the same
KB Lee, A Delaye
US Patent 10,649,647, 2020
62020
On the equivalence of linear discriminant analysis and least squares
K Lee, J Kim
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
52015
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds
K Lee, Z Chen, X Yan, R Urtasun, E Yumer
arXiv preprint arXiv:2005.11626, 2020
32020
Robust Deep Learning in the Open World with Lifelong Learning and Representation Learning
K Lee
2020
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Artiklar 1–15