Visual Analytics For Machine Learning: A Data Perspective SurveyIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 |
Constructive Interpretability with CoLabel: Corroborative Integration,
Complementary Features, and Collaborative LearningInternational Conference on Cognitive Machine Intelligence (ICCMI), 2022 |
VisCUIT: Visual Auditor for Bias in CNN Image ClassifierComputer Vision and Pattern Recognition (CVPR), 2022 |
Concept Evolution in Deep Learning Training: A Unified Interpretation
Framework and DiscoveriesInternational Conference on Information and Knowledge Management (CIKM), 2022 |
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in
Deep Neural NetworksIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 |
SkeletonVis: Interactive Visualization for Understanding Adversarial
Attacks on Human Action Recognition ModelsAAAI Conference on Artificial Intelligence (AAAI), 2021 |