Zero-Shot Neural Network Evaluation with Sample-Wise Activation Patterns
基于样本激活模式的零样本神经网络评估
机构 * School of Computing Technologies, RMIT University(计算技术学院,皇家墨尔本理工大学) ; Department of Electronic Engineering and Information Science, University of Science and Technology of China(电子工程与信息科学系,中国科学技术大学)
AI总结 本文提出SWAP及其衍生指标SWAP-Score,用于评估神经网络性能,克服了传统零样本指标的局限性,展现强预测能力。
Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence. This article is a journal extension of arXiv:2403.04161