Enrique Fita Sanmartin
4 papers · 2019–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Trend Setter
Conferences
NIPS (3)
ICCV (1)
Keywords
semi-supervised learning
(3)
spanning forest
(2)
seeded segmentation
(2)
random walker
(2)
continuous optimization
(1)
directed graph
(1)
gibbs distribution
(1)
network optimization
(1)
geometric optimization
(1)
probabilistic model
(1)
graph cut
(1)
randomized algorithm
(1)
matrix tree theorem
(1)
minimum cut
(1)
random walker algorithm
(1)
karger's algorithm
(1)
minimum spanning forest
(1)
harmonic energy minimization
(1)
branched transport
(1)
combinatorial optimization
(1)
Papers
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources
NIPS 2022
Directed Probabilistic Watershed
NIPS 2021
Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice
ICCV 2021
Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning
NIPS 2019