Dimity Miller
7 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Cross-Pollinator (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5)
π
Academic Marathon
(6)
π
Conference Pioneer
β
The Questioner
Conferences
WACV (3)
CVPR (1)
ECCV (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
uncertainty quantification
(2)
binary classification
(1)
change detection
(1)
cluster analysis
(1)
scene understanding
(1)
object detection
(1)
confidence calibration
(1)
error detection
(1)
roc curve
(1)
performance metric
(1)
confusion matrix
(1)
convolutional neural network
(1)
out-of-distribution detection
(1)
binary classifier
(1)
3d gaussian splatting
(1)
vision-language model
(1)
uncertainty estimation
(1)
cross-entropy loss
(1)
residual network
(1)
open set recognition
(1)
Papers
Intra-Class Probabilistic Embeddings for Uncertainty Estimation in Vision-Language Models
WACV 2026
Multi-View Pose-Agnostic Change Localization with Zero Labels
CVPR 2025
Open-Set Recognition in the Age of Vision-Language Models
ECCV 2024
Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective
ICML 2023
SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection
ICCV 2023
Class Anchor Clustering: A Loss for Distance-Based Open Set Recognition
WACV 2021
Probabilistic Object Detection: Definition and Evaluation
WACV 2020