ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su, +9

International Journal of Computer Vision

Image ClassificationConvolutional Neural NetworkMachine VisionImage AnalysisEngineering +5

End-to-End Learning of Action Detection from Frame Glimpses in Videos

Serena Yeung, Olga Russakovsky, Greg Mori, +1

Artificial IntelligenceEngineeringMachine LearningVideo SummarizationVideo Retrieval +18

Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

Serena Yeung, Olga Russakovsky, Ning Jin, +3

International Journal of Computer Vision

Cognitive ScienceImage AnalysisMachine LearningMachine VisionComplex Videos +12

Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation

Zeyu Wang, Klint Qinami, Ioannis Christos Karakozis, +4

Artificial IntelligenceTowards FairnessEngineeringMachine LearningSuch Biases +21

Towards fairer datasets

Kaiyu Yang, Klint Qinami, Li Fei-Fei, +2

EngineeringMachine LearningObject CategorizationKey FactorsImage Classification +19

Best of both worlds: Human-machine collaboration for object annotation

Olga Russakovsky, Li-Jia Li, Li Fei-Fei

Artificial IntelligenceData AnnotationScene AnalysisEngineeringMachine Learning +19

CornerNet-Lite: Efficient Keypoint Based Object Detection

Hei Law, Yun Teng, Olga Russakovsky, +1

arXiv (Cornell University)

Event CameraImage AnalysisMachine VisionFeature DetectionEngineering +12

Scalable multi-label annotation

Jia Deng, Olga Russakovsky, Jonathan Krause, +3

Data AnnotationMultiple Instance LearningEngineeringMachine LearningAutomatic Annotation Tool +18

"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction

Sunnie S. Y. Kim, Elizabeth Anne Watkins, Olga Russakovsky, +2

Artificial IntelligenceEngineeringUnderstanding How ExplainabilityXai NeedsCommunication +14

Toward More Gender Diversity in CS through an Artificial Intelligence Summer Program for High School Girls

Marie E. Vachovsky, Grace C. Wu, Sorathan Chaturapruek, +3

Artificial IntelligenceHigh School GirlsGendered PerceptionEngineeringEducation +14