Dimity Miller
Queensland University of Technology
H-index: 8
Oceania-Australia
Top articles of Dimity Miller
Open-Set Recognition in the Age of Vision-Language Models
arXiv preprint arXiv:2403.16528
2024/3/25
Dimity Miller
H-Index: 4
Human and Large Language Model Intent Detection in Image-Based Self-Expression of People with Intellectual Disability
2024/3/10
Unlearning Backdoor Attacks through Gradient-Based Model Pruning
Proceedings of the Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2024), Brisbane, Australia, June, 2024.
2024
Dimity Miller
H-Index: 4
Raja Jurdak
H-Index: 31
Uncertainty-aware lidar place recognition in novel environments
2022
Never mind the metrics-what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective
2023/7/3
David Lovell
H-Index: 13
Dimity Miller
H-Index: 4
Density-aware nerf ensembles: Quantifying predictive uncertainty in neural radiance fields
2023/5/29
Dimity Miller
H-Index: 4
Addressing the Challenges of Open-World Object Detection
arXiv preprint arXiv:2303.14930
2023/3/27
Feras Dayoub
H-Index: 17
Dimity Miller
H-Index: 4
SAFE: Sensitivity-aware features for out-of-distribution object detection
2023
What’s in the black box? the false negative mechanisms inside object detectors
IEEE Robotics and Automation Letters
2022/7/1
Dimity Miller
H-Index: 4
Raja Jurdak
H-Index: 31
Why object detectors fail: Investigating the influence of the dataset
2022
Dimity Miller
H-Index: 4
Raja Jurdak
H-Index: 31
Uncertainty for identifying open-set errors in visual object detection
IEEE Robotics and Automation Letters
2021/10/27
Dimity Miller
H-Index: 4
Feras Dayoub
H-Index: 17
Epistemic uncertainty estimation for object detection in open-set conditions
2021
Dimity Miller
H-Index: 4
Class anchor clustering: A loss for distance-based open set recognition
2021
Dimity Miller
H-Index: 4
Feras Dayoub
H-Index: 17
Probabilistic object detection with an ensemble of experts
2020
Dimity Miller
H-Index: 4
Probabilistic object detection: Definition and evaluation
2020