Ildoo Kim
- Learning Loss for Test-Time Augmentation
2020/10/22 by Ildoo Kim, Kim, Ildoo, Young-Hoon Kim +3 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Spatially Consistent Representation Learning
2021/03/10 by Byungseok Roh, Wuhyun Shin, Roh, Byungseok +5 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models
2020/04/21 by Chiheon Kim, Kim, Chiheon, Heungsub Lee +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)