Alexander Korotin

Interaction Field Matching: Overcoming Limitations of Electrostatic Models

Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)

InfoBridge: Mutual Information estimation via Bridge Matching

A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers

Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme

Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization

Overclocking Electrostatic Generative Models

Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem

Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting

One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation

Entering the Era of Discrete Diffusion Models: A Benchmark for Schrödinger Bridges and Entropic Optimal Transport

Electric Currents for Discrete Data Generation

Inverse Bridge Matching Distillation

Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport

Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem

Categorical Schrödinger Bridge Matching

Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting

Field Matching: an Electrostatic Paradigm to Generate and Transfer Data

Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization