Tom Gunter
7 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Bayesian & Probabilistic
(3)
Optimization & Theory
(3)
Learning Types Β· Deep Learning
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Keywords
point process
(2)
contrastive learning
(2)
poisson process
(2)
variational inference
(2)
gaussian process
(2)
sparse representation
(1)
text generation
(1)
llm evaluation
(1)
markov chain monte carlo
(1)
web search
(1)
numerical integration
(1)
bayesian quadrature
(1)
scalable inference
(1)
text retrieval
(1)
annealed importance sampling
(1)
probabilistic model
(1)
latent variable model
(1)
image-text pair
(1)
vision-language pre-training
(1)
language-image pretraining
(1)
Papers
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge?
ACL 2025
"MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training"
ECCV 2024
Masked Autoencoding Does Not Help Natural Language Supervision at Scale
CVPR 2023
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens
EMNLP 2023
Latent Point Process Allocation
AISTATS 2016
Variational Inference for Gaussian Process Modulated Poisson Processes
ICML 2015
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature
NeurIPS 2014