Daniel Alexander
5 papers · 2012–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Healthcare & Medicine
(2)
Architectures
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Clinical
(2)
Core Methods
(2)
Domain-Specific
(2)
Analysis
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
representation learning
(1)
probabilistic modeling
(1)
multimodal learning
(1)
model architecture
(1)
conditional computation
(1)
medical image segmentation
(1)
survival analysis
(1)
alzheimer's disease
(1)
biomarker analysis
(1)
disease progression
(1)
alzheimer disease
(1)
probabilistic cascades
(1)
annotator reliability
(1)
generative model
(1)
probabilistic model
(1)
latent variable model
(1)
diffusion model
(1)
convolutional neural network
(1)
missing data imputation
(1)
convolutional network
(1)
Papers
Tackling Structural Hallucination in Image Translation with Local Diffusion
ECCV 2024
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data
MIDL 2022
Disentangling Human Error from Ground Truth in Segmentation of Medical Images
NeurIPS 2020
Adaptive Neural Trees
ICML 2019
Probabilistic Event Cascades for Alzheimer's disease
NeurIPS 2012