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. Author manuscript; available in PMC: 2020 Dec 17.
Published in final edited form as: Comput Vis ECCV. 2020 Dec 4;12363:103–120. doi: 10.1007/978-3-030-58523-5_7

Table 3.

Comparison of design choices for active clustering. We show the accuracy w/ or w/o fine-tuning feature extractors. Fine-tuning only Eu shows the best performance while fine-tuning Es can confuse the encoder, which leads to worse performance.

Active Encoder None Es Eu Eu and Es
Accuracy 0.846 0.830 0.880 0.871