Dimity Miller

Class Anchor Clustering: A Loss for Distance-based Open Set Recognition

Dimity Miller, Niko Sünderhauf, Michael Milford et al. · 2021 · 139 citations

Few-shot Learning, Engineering, Machine Learning +19

Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields

Niko Sünderhauf, Jad Abou-Chakra, Dimity Miller · 2023 · 41 citations

Engineering, Machine Learning, Naive Ensembles +19

SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection

Samuel H. Wilson, Tobias Fischer, Feras Dayoub et al. · 2023 · 27 citations

Convolutional Neural Network, Engineering, Feature Detection +16

What's in the Black Box? The False Negative Mechanisms Inside Object\n Detectors

Dimity Miller, Peyman Moghadam, Mark Cox et al. · arXiv (Cornell University) · 2022 · 21 citations · Full text

Benchmarking Sampling-based Probabilistic Object Detectors.

Dimity Miller, Niko Suenderhauf, Haoyang Zhang et al. · QUT ePrints (Queensland University of Technology) · 2019 · 20 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Vision +13