BriefGPT.xyz
Dec, 2020
细粒度角度对比学习与粗标签
Fine-grained Angular Contrastive Learning with Coarse Labels
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Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris...
TL;DR
本文介绍了一种新的模块“角规范化”,通过将监督和自我监督对比预训练相结合,以应对粗-细 Few-Shot 任务,取得了显著的改进,并帮助开拓了这个实际应用主题的研究领域。
Abstract
few-shot learning
methods offer pre-training techniques optimized for easier later
adaptation
of the model to new classes (unseen during training) using one or a few examples. This adaptivity to unseen classes is
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