Search Results for author: Dominic Danks

Found 2 papers, 1 papers with code

A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs

no code implementations19 Jan 2023 Fabian Falck, Christopher Williams, Dominic Danks, George Deligiannidis, Christopher Yau, Chris Holmes, Arnaud Doucet, Matthew Willetts

U-Net architectures are ubiquitous in state-of-the-art deep learning, however their regularisation properties and relationship to wavelets are understudied.

EQuANt (Enhanced Question Answer Network)

1 code implementation24 Jun 2019 François-Xavier Aubet, Dominic Danks, Yuchen Zhu

By training and evaluating EQuANt on SQuAD 2, we show that it is indeed possible to extend QANet to the unanswerable domain.

Machine Reading Comprehension Multi-Task Learning +1

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