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IEEE Transactions on Pattern Analysis and Machine Intelligence · 期刊 · Computer Vision

2026-05-11 至 2026-05-11 共收录 1
2605.07378 2026-05-11 cs.LG

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

Yameng Peng, Andy Song, HaythamM. Fayek, Vic Ciesielski, Xiaojun Chang

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

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