Domain Generalization using Causal Matching

arXiv 2020 Divyat MahajanShruti TopleAmit Sharma

Learning invariant representations has been proposed as a key technique for ad-dressing the domain generalization problem. However, the question of identifying the right conditions for invariance remains unanswered... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Domain Generalization PACS MatchDG Average Accuracy 82.03 # 2
Domain Generalization Rotated Fashion-MNIST MatchDG Accuracy 83.5 # 1

Methods used in the Paper


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