83 citations · 83 across the 4 of their papers we have counts for
4 papers
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
Xianglin Yang, Yun Lin, Ruofan Liu +4
Understanding how the predictions of deep learning models are formed during the training process is crucial to improve model performance and fix model defects, especially when we n…
Convolutions for Spatial Interaction Modeling
Zhaoen Su, Chao Wang, David Bradley +3
In many different fields interactions between objects play a critical role in determining their behavior. Graph neural networks (GNNs) have emerged as a powerful tool for modeling…
A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation
Shuren Qi, Yushu Zhang, Chao Wang +2
Image representation is an important topic in computer vision and pattern recognition. It plays a fundamental role in a range of applications towards understanding visual contents.…
Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization
Zhaoen Su, Chao Wang, Henggang Cui +3
A commonly-used representation for motion prediction of actors is a sequence of waypoints (comprising positions and orientations) for each actor at discrete future time-points. Whi…