Selective Knowledge(选择性知识)研究综述
Selective Knowledge 选择性知识 - We propose a Selective Knowledge Transfer for Cross-domain Collaborative Recommendation, called SKT. [1] We also explore two extensions to the default method of knowledge distillation, which we evaluate on a multimodal version of the CIFAR-10 dataset: an annealing scheme for the hyperparameter α and selective knowledge distillation. [2] Inspired by that, this paper proposes a learning approach to recognize low-resolution faces via selective knowledge distillation. [3]我们提出了一种用于跨域协作推荐的选择性知识转移，称为 SKT。 [1] 我们还探索了知识蒸馏默认方法的两个扩展，我们在 CIFAR-10 数据集的多模态版本上进行了评估：超参数 α 的退火方案和选择性知识蒸馏。 [2] 受此启发，本文提出了一种通过选择性知识蒸馏来识别低分辨率人脸的学习方法。 [3]
selective knowledge distillation
We also explore two extensions to the default method of knowledge distillation, which we evaluate on a multimodal version of the CIFAR-10 dataset: an annealing scheme for the hyperparameter α and selective knowledge distillation. [1] Inspired by that, this paper proposes a learning approach to recognize low-resolution faces via selective knowledge distillation. [2]我们还探索了知识蒸馏默认方法的两个扩展，我们在 CIFAR-10 数据集的多模态版本上进行了评估：超参数 α 的退火方案和选择性知识蒸馏。 [1] 受此启发，本文提出了一种通过选择性知识蒸馏来识别低分辨率人脸的学习方法。 [2]