Yiyou Sun

Revisiting the Importance of Individual Units in CNNs via Ablation

Bolei Zhou, Yiyou Sun, David Bau et al. · arXiv (Cornell University) · 2018 · 89 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

OpenOOD: Benchmarking Generalized Out-of-Distribution Detection

Jingkang Yang, Pengyun Wang, Dejian Zou et al. · arXiv (Cornell University) · 2022 · 86 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment

Yiyou Sun, Yaojie Liu, Xiaoming Liu et al. · 2023 · 82 citations

Generalization Issue, Engineering, Machine Learning +19

Out-of-Distribution Detection with Deep Nearest Neighbors

Yiyou Sun, Yifei Ming, Xiaojin Zhu et al. · arXiv (Cornell University) · 2022 · 61 citations · Full text

Few-shot Learning, Non-parametric Nearest-neighbor Distance, Convolutional Neural Network +20

ReAct: Out-of-distribution Detection With Rectified Activations

Yiyou Sun, Chuan Guo, Yixuan Li · arXiv (Cornell University) · 2021 · 46 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16