Xiaobo Xia

Selective-Supervised Contrastive Learning with Noisy Labels

Shikun Li, Xiaobo Xia, Shiming Ge et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 196 citations

Few-shot Learning, Structured Prediction, Engineering +14

Pathologically high intraocular pressure disturbs normal iron homeostasis and leads to retinal ganglion cell ferroptosis in glaucoma

Fei Yao, Jing-Jie Peng, Endong Zhang et al. · Cell Death and Differentiation · 2022 · 173 citations · Full text

Part-dependent Label Noise: Towards Instance-dependent Label Noise

Xiaobo Xia, Tongliang Liu, Bo Han et al. · arXiv (Cornell University) · 2020 · 150 citations · Full text

Data Annotation, Structured Prediction, Multiple Instance Learning +19

Are Anchor Points Really Indispensable in Label-Noise Learning?

Xiaobo Xia, Tongliang Liu, Nannan Wang et al. · arXiv (Cornell University) · 2019 · 142 citations · Full text

Engineering, Machine Learning, Label-noise Learning +17

Robust early-learning: Hindering the memorization of noisy labels

Xiaobo Xia, Tongliang Liu, Bo Han et al. · International Conference on Learning Representations · 2021 · 124 citations

Llm Fine-tuning, Pre-training, Robust Early-learning +14