CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

Zijie J. Wang, Robert Turko, Omar Shaikh, +5

IEEE Transactions on Visualization and Computer Graphics

Artificial IntelligenceInteractive VisualizationConvolutional Neural NetworkEngineeringMachine Learning +12

Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, +4

arXiv (Cornell University)

Jpeg CompressionConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +15

Gamut

Fred Hohman, Andrew Head, Rich Caruana, +2

Cognitive ScienceInteractive Machine LearningEngineeringData ScienceInteractive Data Exploration +10

FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning

Ángel Alexander Cabrera, Will Epperson, Fred Hohman, +3

arXiv (Cornell University)

SHIELD

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, +5

VaccinationJpeg CompressionDeep Neural NetworksImage AnalysisMachine Learning +11

Managing Messes in Computational Notebooks

Andrew Head, Fred Hohman, Titus Barik, +2

Software MaintenanceEngineeringData VisualizationComputer ArchitectureSoftware Engineering +16

Understanding and Visualizing Data Iteration in Machine Learning

Fred Hohman, Kanit Wongsuphasawat, Mary Beth Kery, +1

Artificial IntelligenceSoftware MaintenanceEngineeringMachine LearningMachine Learning Tool +20

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

Jochen Görtler, Fred Hohman, Dominik Moritz, +5

CHI Conference on Human Factors in Computing Systems

VIGOR: Interactive Visual Exploration of Graph Query Results

Robert Pienta, Fred Hohman, Alex Endert, +5

IEEE Transactions on Visualization and Computer Graphics

Interactive VisualizationSecurity VisualizationEngineeringGraph TheoryData Science +13

Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, +5

arXiv (Cornell University)

Jpeg CompressionConvolutional Neural NetworkEngineeringMachine LearningPractical Defense +14