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The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning.
Zhenmei Shi
Jiefeng Chen
Kunyang Li
Jayaram Raghuram
Xi Wu
Yingyu Liang
Somesh Jha
Published in:
CoRR (2023)
Keyphrases
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trade off
learning process
learning systems
inductive inference
learning scheme
supervised learning
online learning
prior knowledge
image classification
learning tasks
background knowledge
unsupervised learning
knowledge acquisition
data sets
artificial neural networks
reinforcement learning
learning algorithm