2 papers
cs.LG2020
REST: Performance Improvement of a Black Box Model via RL-based Spatial Transformation
Jae Myung Kim, Hyungjin Kim, Chanwoo Park +1
In recent years, deep neural networks (DNN) have become a highly active area of research, and shown remarkable achievements on a variety of computer vision tasks. DNNs, however, ar…
cs.LG2018
Sampling-based Bayesian Inference with gradient uncertainty
Chanwoo Park, Jae Myung Kim, Seok Hyeon Ha +1
Deep neural networks(NNs) have achieved impressive performance, often exceed human performance on many computer vision tasks. However, one of the most challenging issues that still…