Daniel Alexander
5 papers · 2012–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4)
π
Academic Marathon
(12)
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
π
Keyword Champion
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Trend Setter
Conferences
NIPS (2)
ECCV (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
representation learning
(1)
probabilistic modeling
(1)
model architecture
(1)
multi-modal learning
(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)
convolutional neural network
(1)
missing data imputation
(1)
convolutional network
(1)
decision tree
(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
NIPS 2020
Adaptive Neural Trees
ICML 2019
Probabilistic Event Cascades for Alzheimer's disease
NIPS 2012