Tom Fletcher
5 papers · 2013–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Models
(4)
Artificial Intelligence
(2)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
diffusion model
(2)
dimensionality reduction
(1)
image classification
(1)
semi-supervised learning
(1)
probabilistic modeling
(1)
manifold learning
(1)
principal component analysis
(1)
expectation maximization
(1)
feature attribution
(1)
kernel approximation
(1)
probabilistic pca
(1)
monte carlo sampling
(1)
hamiltonian monte carlo
(1)
riemannian manifold
(1)
conditional distribution
(1)
probabilistic principal geodesic analysis
(1)
principal geodesic analysis
(1)
probabilistic model
(1)
latent variable model
(1)
generative adversarial network
(1)
Papers
Feature Attribution for Deep Learning Models through Total Variance Decomposition
MIDL 2025
Point-Based Shape Representation Generation with a Correspondence-Preserving Diffusion Model
MIDL 2025
Local Group Invariant Representations via Orbit Embeddings
AISTATS 2017
Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference
NeurIPS 2017
Probabilistic Principal Geodesic Analysis
NeurIPS 2013