Alexander Kolesov
8 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (10)
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Triple Crown
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The Questioner
Conferences
NIPS (4)
ICLR (2)
ICML (2)
Top co-authors
Keywords
entropic optimal transport
(2)
optimal transport
(2)
diffusion process
(1)
probability distribution
(1)
generative model
(1)
diffusion model
(1)
neural solver
(1)
energy-based model
(1)
generative adversarial network
(1)
schrödinger bridge
(1)
schrodinger bridge
(1)
spectral normalization
(1)
wasserstein gan
(1)
gradient penalty
(1)
kantorovich duality
(1)
neural algorithm
(1)
saddle point reformulation
(1)
wasserstein-1 distance
(1)
dual solver
(1)
entropic barycenter
(1)
Papers
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
ICLR 2025
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data
ICML 2025
Energy-guided Entropic Neural Optimal Transport
ICLR 2024
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
NIPS 2024
Estimating Barycenters of Distributions with Neural Optimal Transport
ICML 2024
Entropic Neural Optimal Transport via Diffusion Processes
NIPS 2023
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark
NIPS 2023
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
NIPS 2022