Meta-Learning and Self-Supervised Pretraining for Few-shot Image Translation

Recent advances in machine learning (ML) and deep learning in particular, enabled by hardware advances and big data, have provided impressive results across a wide range of computational problems such as computer vision, natural language, or reinforcement learning. Many of these improvements are how...

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Bibliographic Details
Main Author: Rugina, Ileana
Other Authors: Soljačić, Marin
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139025