Cost-Effective Active Learning for Deep Image Classification — mentioned by thiago_lira

Sun, 22 Jul 2018 17:31:10 GMT

I'm thinking about studying these for my MSc. A colleague has given me the idea of applying the Monte Carlo Dropout technique [1] (A interpretation of Dropout as a GP) to the CEAL framework [0]. On the other hand my mentor wanted me to work on a regression problem with a dataset from a cement factory. Have people been using GPs for problems like that? [0] https://arxiv.org/abs/1701.03551 (CEAL) [1] https://arxiv.org/pdf/1506.02142 (MC dropout)

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Cost-Effective Active Learning for Deep Image Classification · HackerPapers discussions

Cost-Effective Active Learning for Deep Image Classification — mentioned by thiago_lira