9 citations · 10 across the 3 of their papers we have counts for
4 papers
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing
Xinyi Ding, Tao Han, Yili Fang +1
Knowledge Tracing is the process of tracking mastery level of different skills of students for a given learning domain. It is one of the key components for building adaptive learni…
Smartphone Camera Oximetry in an Induced Hypoxemia Study
Jason S. Hoffman, Varun Viswanath, Xinyi Ding +4
Hypoxemia, a medical condition that occurs when the blood is not carrying enough oxygen to adequately supply the tissues, is a leading indicator for dangerous complications of resp…
On the Interpretability of Deep Learning Based Models for Knowledge Tracing
Xinyi Ding, Eric C. Larson
Knowledge tracing allows Intelligent Tutoring Systems to infer which topics or skills a student has mastered, thus adjusting curriculum accordingly. Deep Learning based models like…
Swapped Face Detection using Deep Learning and Subjective Assessment
Xinyi Ding, Zohreh Raziei, Eric C. Larson +3
The tremendous success of deep learning for imaging applications has resulted in numerous beneficial advances. Unfortunately, this success has also been a catalyst for malicious us…