Neill D. F. Campbell
7 papers · 2015–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Research topics
Computer Vision
(5)
Machine Learning
(5)
Deep Learning
(4)
Models
(4)
Processing
(4)
Artificial Intelligence
(3)
Learning Types Β· Deep Learning
(3)
Analysis
(2)
Bayesian & Probabilistic
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Keywords
uncertainty quantification
(3)
gaussian process
(2)
generative model
(2)
structured prediction
(2)
monocular depth estimation
(1)
image denoising
(1)
anomaly detection
(1)
depth estimation
(1)
bayesian inference
(1)
image synthesis
(1)
knowledge distillation
(1)
image editing
(1)
covariance matrix
(1)
medical imaging
(1)
ensemble learning
(1)
image completion
(1)
probabilistic modeling
(1)
gaussian distribution
(1)
convolutional neural network
(1)
image segmentation
(1)
Papers
Cell Anomaly Localisation using Structured Uncertainty Prediction Networks
MIDL 2022
Learning Structured Gaussians To Approximate Deep Ensembles
CVPR 2022
Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation With an Application to Psoriatic Arthritis Radiographs
WACV 2021
The GAN That Warped: Semantic Attribute Editing With Unpaired Data
CVPR 2020
DiverseNet: When One Right Answer Is Not Enough
CVPR 2018
Structured Uncertainty Prediction Networks
CVPR 2018
Direct, Dense, and Deformable: Template-Based Non-Rigid 3D Reconstruction From RGB Video
ICCV 2015