Nikita Starodubcev

activity

20232026

most citedTowards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models

2 citations · 3 across the 7 of their papers we have counts for

collaborators

Showing 2024Show all

2 papers · 1 filter

cs.LG2024

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

Mikhail Persiianov, Arip Asadulaev, Nikita Andreev +5

Learning conditional distributions $π^{*} (\cdot ∣ x)$ is a central problem in machine learning, which is typically approached via supervised methods with paired data $(x, y) \sim π^{*}$ .…

cs.CV2024★ 1 cited

Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps

Nikita Starodubcev, Mikhail Khoroshikh, Artem Babenko +1

Diffusion distillation represents a highly promising direction for achieving faithful text-to-image generation in a few sampling steps. However, despite recent successes, existing…