4 citations · 4 across the 4 of their papers we have counts for
4 papers
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification
Youngkee Kim, Soyi Jung, Minseok Choi +1
As deep neural networks achieve unprecedented performance in various tasks, neural architecture search (NAS), a research field for designing neural network architectures with autom…
Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification
Youngkee Kim, Won Joon Yun, Youn Kyu Lee +2
In many deep neural network (DNN) applications, the difficulty of gathering high-quality data in the industry field hinders the practical use of DNN. Thus, the concept of transfer…
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets
Haemin Lee, Hyunhee Cho, Soyi Jung +1
Cryptocurrency has attracted significant attention. Considering the number of individuals investing in bitcoin, their motivations are comparatively less clear than traditional inve…
Trends in Neural Architecture Search: Towards the Acceleration of Search
Youngkee Kim, Won Joon Yun, Youn Kyu Lee +2
In modern deep learning research, finding optimal (or near optimal) neural network models is one of major research directions and it is widely studied in many applications. In this…