Search Results for author: Christopher John Rozell

Found 2 papers, 1 papers with code

Active Learning of Ordinal Embeddings: A User Study on Football Data

no code implementations26 Jul 2022 Christoffer Loeffler, Kion Fallah, Stefano Fenu, Dario Zanca, Bjoern Eskofier, Christopher John Rozell, Christopher Mutschler

We adapt an entropy-based active learning method with recent work from triplet mining to collect easy-to-answer but still informative annotations from human participants and use them to train a deep convolutional network that generalizes to unseen samples.

Active Learning Information Retrieval +3

Oracle Guided Image Synthesis with Relative Queries

1 code implementation28 Apr 2022 Alec Helbling, Christopher John Rozell, Matthew O'Shaughnessy, Kion Fallah

Isolating and controlling specific features in the outputs of generative models in a user-friendly way is a difficult and open-ended problem.

Image Generation

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