Search Results for author: Adrian Lopez Rodriguez

Found 2 papers, 2 papers with code

Information Theoretic Representation Distillation

1 code implementation1 Dec 2021 Roy Miles, Adrian Lopez Rodriguez, Krystian Mikolajczyk

Despite the empirical success of knowledge distillation, current state-of-the-art methods are computationally expensive to train, which makes them difficult to adopt in practice.

Classification with Binary Weight Network Knowledge Distillation +1

Domain Adaptation for Object Detection via Style Consistency

1 code implementation22 Nov 2019 Adrian Lopez Rodriguez, Krystian Mikolajczyk

For the first step, we use a style transfer method for pixel-adaptation of source images to the target domain.

Domain Adaptation Object +3

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