Interpretability Beyond Feature Attribution: Quantitative Testing with\n Concept Activation Vectors (TCAV)

Been Kim, Martin Wattenberg, Justin Gilmer, +4

arXiv (Cornell University)

The What-If Tool: Interactive Probing of Machine Learning Models

James Wexler, Mahima Pushkarna, Tolga Bolukbasi, +3

IEEE Transactions on Visualization and Computer Graphics

Artificial IntelligenceEngineeringMachine LearningInteractive ProbingMachine Learning Tool +17

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Been Kim, Martin Wattenberg, Justin Gilmer, +4

arXiv (Cornell University)

Concept FormationConvolutional Neural NetworkEngineeringMachine LearningObject Categorization +25

Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow

Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, +6

IEEE Transactions on Visualization and Computer Graphics

Dataflow GraphsInteractive VisualizationGraph Neural NetworkEngineeringGraph Theory +10

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models

Ian Tenney, James Wexler, Jasmijn Bastings, +8

EngineeringSemanticsSystem DemonstrationsLanguage LearningLanguage Processing +23

Towards Automatic Concept-based Explanations

Amirata Ghorbani, James Wexler, James Zou, +1

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolNeural Network +17

Baseline Characteristics of Randomized Participants in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE)

Deborah J. Wexler, Heidi Krause‐Steinrauf, Jill P. Crandall, +456

Diabetes Care

The Bach Doodle: Approachable music composition with machine learning at scale

Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam P. Roberts, +4

arXiv (Cornell University)

MusicLarge Ai ModelComputational MusicologyDanceMachine Learning +12

ClinicalVis: Supporting Clinical Task-Focused Design Evaluation

Marzyeh Ghassemi, Mahima Pushkarna, James Wexler, +2

arXiv (Cornell University)

Clinical SystemData ScienceMedical Information SystemDigital HealthPatient Safety +12

LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models

Minsuk Kahng, Ian Tenney, Mahima Pushkarna, +7