Feed Two Birds with One Scone: Exploiting Wild Data for both OOD Generalization and Detection
Deep Learning at University of Wisconsin-Madison
Feed Two Birds with One Scone: Exploiting Wild Data for both OOD Generalization and Detection
4:51
When and How Does Known Class Help Discover Unknown Ones? @ICML 2023
Deep Learning at University of Wisconsin-Madison
When and How Does Known Class Help Discover Unknown Ones? @ICML 2023
4:51
DICE: Leveraging Sparsification for Out-of-Distribution Detection@ECCV 2022
Deep Learning at University of Wisconsin-Madison
DICE: Leveraging Sparsification for Out-of-Distribution Detection@ECCV 2022
4:08
Mitigating Neural Network Overconfidence with Logit Normalization@ICML 2022
Deep Learning at University of Wisconsin-Madison
Mitigating Neural Network Overconfidence with Logit Normalization@ICML 2022
5:01
MOOD: Multi-level Out-of-distribution Detection @CVPR 2021
Deep Learning at University of Wisconsin-Madison
MOOD: Multi-level Out-of-distribution Detection @CVPR 2021
5:52
MOS: Towards Scaling Out-of-Distribution Detection for Large Semantic Space @CVPR 2021 (Oral)
Deep Learning at University of Wisconsin-Madison
MOS: Towards Scaling Out-of-Distribution Detection for Large Semantic Space @CVPR 2021 (Oral)
4:55