no code implementations • 8 Apr 2024 • Ajit Jain, Andruid Kerne, Nic Lupfer, Gabriel Britain, Aaron Perrine, Yoonsuck Choe, John Keyser, Ruihong Huang, Jinsil Seo, Annie Sungkajun, Robert Lightfoot, Timothy McGuire
With the goal of making the analytics intelligible to instructors, we developed a research artifact integrating a design analytics dashboard with design instances, and the design environment that students use to create them.
no code implementations • 4 Oct 2021 • Qing Wan, Siu Wun Cheung, Yoonsuck Choe
Adjoint operators have been found to be effective in the exploration of CNN's inner workings [1].
no code implementations • 29 Jun 2021 • Yoonsuck Choe
Brain science and artificial intelligence have made great progress toward the understanding and engineering of the human mind.
no code implementations • 16 Dec 2020 • Qing Wan, Yoonsuck Choe
There are several effective methods in explaining the inner workings of convolutional neural networks (CNNs).
no code implementations • 8 Dec 2020 • Khuong Nguyen, Yoonsuck Choe
Examples include hitting the object to the target location, correcting error of initial contact, throwing the tool toward the object, as well as normal expected behavior such as wide sweep.
no code implementations • 23 Jan 2020 • Qing Wan, Yoonsuck Choe
One way to cope with this challenge is to explicitly model a simulator module that applies actions to entities and predicts the resulting outcome (Bosselut et al. 2018).
no code implementations • 24 Apr 2019 • Jaedeok Kim, Chiyoun Park, Hyun-Joo Jung, Yoonsuck Choe
To tackle this problem we introduce a novel concept of a trainable gate function.
no code implementations • 9 Jan 2019 • Hyun-Joo Jung, Jaedeok Kim, Yoonsuck Choe
This kind of analysis can help us identify the most compact representation within a deep neural network.
no code implementations • 8 Jan 2019 • Seung-Geon Lee, Jaedeok Kim, Hyun-Joo Jung, Yoonsuck Choe
We propose a measure of the learnability of a sample with a given deep neural network (DNN) model.
no code implementations • 11 Apr 2018 • Han Wang, Ye Wang, Xinxiang Zhang, Mi Lu, Yoonsuck Choe, Jingjing Cao
Unlike previous unknown nouns tagging task, this is the first attempt to focus on out-of-vocabulary (OOV) lexical evaluation tasks that do not require any prior knowledge.