I think the concept-based interpretability has a plenty of room where VIS+HCI researchers can come into play. I read this paper a lot while working on a similar study :) And it was a great talk! #ieeevis
How do image classification models work? @JinbinHuang presented a visual analytics approach, ConceptExplainer, to explain concepts extracted from deep neural networks. Interactive visualizations help users explore the concept space and understand the model behavior #ieeevis
I truly agree that vis+text will be one of next prospective topics to come up in visualization x nlp community. I'm expecting more discussions in explainable AI in this direction! #ieeevis