38 citations · 65 across the 5 of their papers we have counts for
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cs.CV2018★ 1 cited
Active Learning for Deep Object Detection
Clemens-Alexander Brust, Christoph Käding, Joachim Denzler
The great success that deep models have achieved in the past is mainly owed to large amounts of labeled training data. However, the acquisition of labeled data for new tasks aside…
cs.CV2018★ 4 cited
Information-Theoretic Active Learning for Content-Based Image Retrieval
Björn Barz, Christoph Käding, Joachim Denzler
We propose Information-Theoretic Active Learning (ITAL), a novel batch-mode active learning method for binary classification, and apply it for acquiring meaningful user feedback in…