An interesting trend from this year's CVPR are the numerous new papers on self-supervised learning. Andrew Zisserman gave a nice tutorial: https://project.inria.fr/paiss/files/2018/07/zisserman-self-supervised.pdf … although, there is a lot more geometry-related work as well (e.g. self-supervised depth & friends).
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There was a workshop on self supervised learning at ICML on Saturday. Andrew Zisserman and Alexei Efros had great talks and it was recorded!https://twitter.com/wittyperceptron/status/1140072460403924992?s=21 …
