STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data

von Zhou, Zhi
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 35 of 36 (2022)

LOG: Active Model Adaptation for Label-Efficient OOD Generalization

von Shao, Jie-Jing
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 15 of 50 (2023)

SAFE DEEP SEMI-SUPERVISED LEARNING FOR UNSEEN-CLASS UNLABELED DATA

von Guo, Lan-Zhe
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 5 of 15 (2021)

Robust Semi-Supervised Learning when Not All Classes have Labels

von Guo, Lan-Zhe
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 5 of 50 (2023)

USB: A Unified Semi-supervised Learning Benchmark for Classification

von Wang, Yidong
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 6 of 50 (2023)