Generalizing to unseen domains via distribution matching

3 Nov 2019 • Isabela Albuquerque • João Monteiro • Mohammad Darvishi • Tiago H. Falk • Ioannis Mitliagkas

Supervised learning results typically rely on assumptions of i.i.d. data... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Domain Generalization PACS ResNet18 Average Accuracy 83.34 # 1
Domain Generalization PACS AlexNet Average Accuracy 73.55 # 6

Methods used in the Paper