Tom Fletcher
5 papers · 2013–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π
Trend Setter
Conferences
MIDL (2)
NIPS (2)
AISTATS (1)
Top co-authors
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
Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference
NIPS 2017
Local Group Invariant Representations via Orbit Embeddings
AISTATS 2017
Probabilistic Principal Geodesic Analysis
NIPS 2013