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Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation.
Kendrick Shen
Robbie Jones
Ananya Kumar
Sang Michael Xie
Jeff Z. HaoChen
Tengyu Ma
Percy Liang
Published in:
CoRR (2022)
Keyphrases
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learning algorithm
learning systems
unsupervised learning
incremental learning
learning process
case study
knowledge acquisition
supervised learning
online learning
active learning
learning tasks
model selection
real time
prior knowledge
pairwise
training data
genetic algorithm
databases