Samuel Gerber
5 papers · 2010–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π Academic Marathon (15) π Cross-Pollinator (14) π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(4)
π±
Topic Pioneer
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Trend Setter
Conferences
JMLR (2)
ECCV (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
dimensionality reduction
(1)
multi-task learning
(1)
feature learning
(1)
model selection
(1)
manifold learning
(1)
transfer learning
(1)
convex optimization
(1)
manifold regularization
(1)
optimal transport
(1)
multitask learning
(1)
gradient descent
(1)
alternating optimization
(1)
task parameters
(1)
task parameter sharing
(1)
matrix sketching
(1)
shared representation
(1)
brain mri
(1)
multiscale method
(1)
computational anatomy
(1)
adaptive decomposition
(1)
Papers
Segmentor-guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis
MICCAI 2025
Adversarial Data Augmentation via Deformation Statistics
ECCV 2020
Multiscale Strategies for Computing Optimal Transport
JMLR 2017
Regularization-Free Principal Curve Estimation
JMLR 2013
Learning Multiple Tasks using Manifold Regularization
NIPS 2010