Sebastian Sanokowski
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
combinatorial optimization
(3)
unsupervised learning
(1)
variational inference
(1)
policy gradient
(1)
latent variable model
(1)
diffusion model
(1)
autoregressive model
(1)
discrete diffusion model
(1)
neural field
(1)
statistical physics
(1)
mode collapse
(1)
diverse solution
(1)
graph neural network
(1)
state of the art
(1)
reverse kullback-leibler divergence
(1)
constraints
(1)
objective
(1)
design requirements
(1)
Papers
Geometry-Informed Neural Networks
ICML 2025
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
ICLR 2025
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
ICML 2024
Variational Annealing on Graphs for Combinatorial Optimization
NeurIPS 2023