Gavin Kerrigan
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(23)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
AISTATS (2)
EMNLP (1)
Top co-authors
Keywords
generative model
(3)
diffusion model
(2)
conditional generation
(2)
function space
(2)
language modeling
(1)
privacy preservation
(1)
image classification
(1)
continuous optimization
(1)
optimal transport
(1)
flow matching
(1)
probability measure
(1)
spatiotemporal modeling
(1)
vector field
(1)
transfer learning
(1)
generative modeling
(1)
inverse problem
(1)
language model
(1)
climate prediction
(1)
weather forecasting
(1)
differential privacy
(1)
Papers
Precipitation Downscaling with Spatiotemporal Video Diffusion
NIPS 2024
Dynamic Conditional Optimal Transport through Simulation-Free Flows
NIPS 2024
Functional Flow Matching
AISTATS 2024
Diffusion Generative Models in Infinite Dimensions
AISTATS 2023
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration
NIPS 2021
Differentially Private Language Models Benefit from Public Pre-training
EMNLP 2020