Jules Berman
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(14)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
variational inference
(1)
sparse learning
(1)
optimal transport
(1)
3d vision
(1)
stochastic process
(1)
partial differential equation
(1)
model reduction
(1)
mean-field system
(1)
stochastic system
(1)
action matching
(1)
point cloud classification
(1)
variational method
(1)
gradient field
(1)
neural network
(1)
neuron segmentation
(1)
neural merging
(1)
Papers
Parametric model reduction of mean-field and stochastic systems via higher-order action matching
NIPS 2024
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
ICML 2024
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks
NIPS 2023
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks
ICLR 2023
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
MIDL 2022