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20222025
most citedTopological Structure Learning for Weakly-Supervised Out-of-Distribution Detection

1 citations · 2 across the 7 of their papers we have counts for

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cs.CV2024

Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class Mismatch

Qikai Wang, Rundong He, Yongshun Gong +4

Semi-supervised learning can significantly boost model performance by leveraging unlabeled data, particularly when labeled data is scarce. However, real-world unlabeled data often…

cs.CV2024

CLIP-driven Outliers Synthesis for few-shot OOD detection

Hao Sun, Rundong He, Zhongyi Han +3

Few-shot OOD detection focuses on recognizing out-of-distribution (OOD) images that belong to classes unseen during training, with the use of only a small number of labeled in-dist…