Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

ICCV 2019 Min-Hung ChenZsolt KiraGhassan AlRegibJaekwon YooRuxin ChenJian Zheng

Although various image-based domain adaptation (DA) techniques have been proposed in recent years, domain shift in videos is still not well-explored. Most previous works only evaluate performance on small-scale datasets which are saturated... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Domain Adaptation HMDB --> UCF (full) TA3N Accuracy 81.79 # 1
Domain Adaptation UCF --> HMDB (full) TA3N Accuracy 78.33 # 1

Methods used in the Paper


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