Methodology
Improving learning efficiency? Test self-supervised, few-shot, transfer, and continual learning approaches.
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Tasks & Benchmarks
Continual Learning
Learning new tasks without forgetting old ones.
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Few-Shot Learning
Learning from very few examples.
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Self-Supervised Learning
Learning representations without labeled data.
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Transfer Learning
Transferring knowledge between tasks and domains.
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Continual Learning
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Few-Shot Learning
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Self-Supervised Learning
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Transfer Learning
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