Towards General-purpose Vision via Multiview Contrastive Learning

Representation learning plays a key role in building robust and general-purpose vision learners, and is a long-standing problem. It becomes increasingly interesting with the continuing explosion of data in our era. However, most previous approaches are based on specific designs of strategies that...

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Bibliographic Details
Main Author: Tian, Yonglong
Other Authors: Isola, Phillip
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/150229