Petr Mokrov

8 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (12) 👑 Triple Crown ⚡ Prolific Year (5)

Conferences

NIPS (4) ICLR (3) ICML (1)

Top co-authors

Alexander Korotin (8) Evgeny Burnaev (6) Alexander Kolesov (5) Milena Gazdieva (3) Igor Udovichenko (2) Nikita Gushchin (2) Gudmund Pammer (2) Justin M Solomon (1) Polina Karpikova (1) Alexander Gasnikov (1)

Keywords

optimal transport (3) stochastic gradient descent (1) probabilistic modeling (1) convex optimization (1) flow matching (1) probability distribution (1) probability density (1) generative model (1) diffusion model (1) neural solver (1) energy-based model (1) schrödinger bridge (1) fokker-planck equation (1) entropic optimal transport (1) wasserstein gradient flow (1) input-convex neural network (1) straight trajectory (1) entropic barycenter (1) generative modeling (1) distribution averaging (1)

Papers

Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport ICLR 2025

Optimal Flow Matching: Learning Straight Trajectories in Just One Step NIPS 2024

Energy-Guided Continuous Entropic Barycenter Estimation for General Costs NIPS 2024

Neural Optimal Transport with General Cost Functionals ICLR 2024

Energy-guided Entropic Neural Optimal Transport ICLR 2024

Estimating Barycenters of Distributions with Neural Optimal Transport ICML 2024

Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark NIPS 2023

Large-Scale Wasserstein Gradient Flows NIPS 2021