Gavin Kerrigan
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(4)
Models
(4)
Application Areas
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
generative model
(3)
conditional generation
(2)
diffusion model
(2)
function space
(2)
language modeling
(1)
model pretraining
(1)
image classification
(1)
flow matching
(1)
optimal transport
(1)
spatio-temporal modeling
(1)
continuous optimization
(1)
vector field
(1)
bayesian experimental design
(1)
score matching
(1)
probability measure
(1)
privacy preservation
(1)
transfer learning
(1)
generative modeling
(1)
inverse problem
(1)
differential privacy
(1)
Papers
Bayesian Experimental Design via Score Matching
UAI 2026
Dynamic Conditional Optimal Transport through Simulation-Free Flows
NeurIPS 2024
Functional Flow Matching
AISTATS 2024
Precipitation Downscaling with Spatiotemporal Video Diffusion
NeurIPS 2024
Diffusion Generative Models in Infinite Dimensions
AISTATS 2023
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration
NeurIPS 2021
Differentially Private Language Models Benefit from Public Pre-training
EMNLP 2020