Publications AITRICS' innovative research takes the lead in advancements in medical artificial intelligence. All AAAI ACL ACS Acute and Critical Care AISTATS arXiv BMJ Health & Care Informatics CHIL Computer Vision&Image Understanding Critical Care CVPR ECCV EMNLP ICASSP ICCV ICLR ICML IEEE IJCAI INTERSPEECH JCDD JMIR Journal Clinical Medicine MLHC NAACL NeurIPS SaTML Scientific Reports Sensors Title Content Search 3 NeurIPS DropMax: Adaptive Variational Softmax NeurIPS 2018 DropMax: Adaptive Variational SoftmaxHaebeom Lee, Juho Lee, Saehoon Kim, Eunho Yang, Sung Ju Hwang We propose DropMax, a stochastic version of softmax classifier which at each iteration drops non-target classes according to dropout probabilities adaptively decided for each ins... 2 NeurIPS A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks NeurIPS 2018 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial AttacksKimin Lee, Kibok Lee, Honglak Lee, Jinwoo Shin Detecting test samples drawn sufficiently far away from the training distribution statistically or adversarially is a fundamenta... 1 NeurIPS Learning to Transfer Initializations for Bayesian Hyperparameter Optimization NeurIPS 2017 Workshop on Bayesian Optimization Learning to Transfer Initializations for Bayesian Hyperparameter OptimizationJungtaek Kim, Saehoon Kim, Seungjin Choi We propose a neural network to learn meta-features over datasets, which is used to select initial points for Bayesian hyperpa... 1 2 3 4
