574 citations · 667 across the 12 of their papers we have counts for
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cs.CV2017★ 574 cited
VisDA: The Visual Domain Adaptation Challenge
Xingchao Peng, Ben Usman, Neela Kaushik +3
We present the 2017 Visual Domain Adaptation (VisDA) dataset and challenge, a large-scale testbed for unsupervised domain adaptation across visual domains. Unsupervised domain adap…
cs.LG2017★ 2 cited
Stable Distribution Alignment Using the Dual of the Adversarial Distance
Ben Usman, Kate Saenko, Brian Kulis
Methods that align distributions by minimizing an adversarial distance between them have recently achieved impressive results. However, these approaches are difficult to optimize w…