BriefGPT.xyz
May, 2024
CRoFT:用于OOD泛化和开放集OOD检测的鲁棒微调和并发优化
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
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Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou...
TL;DR
本文提出了一种能够改善视觉-语言预训练模型(VL-PTMs)对闭集外分布数据的泛化能力,同时在微调期间有效检测开放集未知类别的目标函数方法。
Abstract
Recent
vision-language pre-trained models
(VL-PTMs) have shown remarkable success in open-vocabulary tasks. However, downstream use cases often involve further
fine-tuning
of VL-PTMs, which may distort their gene
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