Judy Hoffman
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Human Pose and Action Recognition
Most-Cited Works
- → Adversarial Discriminative Domain Adaptation(2017)4,915 cited
- → DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition(2013)3,560 cited
- → Deep Domain Confusion: Maximizing for Domain Invariance(2014)2,349 cited
- → Simultaneous Deep Transfer Across Domains and Tasks(2015)1,221 cited
- → FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation(2016)692 cited
- → CyCADA: Cycle-Consistent Adversarial Domain Adaptation(2017)630 cited
- → VisDA: The Visual Domain Adaptation Challenge(2017)575 cited
- → Cross Modal Distillation for Supervision Transfer(2016)541 cited