Jarrod Haas

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Automatic Detection

False Positives

Top Venues

Trans. Mach. Learn. Res.

Publications

Jarrod Haas, William Yolland, Bernhard Rabus
Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization. Trans. Mach. Learn. Res. 2024 (2024)
Jarrod Haas, William Yolland, Bernhard Rabus
Linking Neural Collapse and L2 Normalization with Improved Out-of-Distribution Detection in Deep Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Jarrod Haas, William Yolland, Bernhard Rabus
Simple High Quality OoD Detection with L2 Normalization. CoRR (2023)
Jarrod Haas
SupEuclid: Extremely Simple, High Quality OoD Detection with Supervised Contrastive Learning and Euclidean Distance. CoRR (2023)
Jarrod Haas, William Yolland, Bernhard Rabus
Inducing Early Neural Collapse in Deep Neural Networks for Improved Out-of-Distribution Detection. CoRR (2022)
Jarrod Haas, Bernhard Rabus
Uncertainty Estimation for Deep Learning-Based Segmentation of Roads in Synthetic Aperture Radar Imagery. Remote. Sens. 13 (8) (2021)