Scalable Representation Learning: On Data-scarcity, Uncertainty and Symmetry
Deep learning has experienced remarkable success in recent years, leading to significant advancements in various fields such as vision, natural language generation, complex game play, as well as solving difficult scientific problems such as predicting protein folding. Despite these successes, tradit...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/156614 |