Dimity Miller
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
β
The Questioner
Top co-authors
Research topics
Keywords
uncertainty quantification
(2)
3d gaussian splatting
(2)
pose estimation
(1)
change detection
(1)
cluster analysis
(1)
scene understanding
(1)
object detection
(1)
multi-view fusion
(1)
self-supervised learning
(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)
vision-language model
(1)
uncertainty estimation
(1)
cross-entropy loss
(1)
Papers
Changes in Real Time: Online Scene Change Detection with Multi-View Fusion
CVPR 2026
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