How Transferable are Video Representations Based on Synthetic Data?

Action recognition has improved dramatically with massive-scale video datasets. Yet, these datasets are accompanied with issues related to curation cost, privacy, ethics, bias, and copyright. Compared to that, only minor efforts have been devoted toward exploring the potential of synthetic video dat...

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Bibliographic Details
Main Author: Kim, Yo-whan
Other Authors: Oliva, Aude
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144986