Search Results for author: Farzaneh Mahdisoltani

Found 3 papers, 2 papers with code

Natural Gradient Variational Inference with Gaussian Mixture Models

no code implementations15 Nov 2021 Farzaneh Mahdisoltani

Bayesian methods estimate a measure of uncertainty by using the posterior distribution.

Variational Inference

On the effectiveness of task granularity for transfer learning

1 code implementation24 Apr 2018 Farzaneh Mahdisoltani, Guillaume Berger, Waseem Gharbieh, David Fleet, Roland Memisevic

We describe a DNN for video classification and captioning, trained end-to-end, with shared features, to solve tasks at different levels of granularity, exploring the link between granularity in a source task and the quality of learned features for transfer learning.

Classification General Classification +2

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