Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes. - Maxim Kodryan; Ekaterina Lobacheva; Maksim Nakhodnov; Dmitry P. Vetrov (NeurIPS, 2022)

StyleDomain: Analysis of StyleSpace for Domain Adaptation of StyleGAN. - Aibek Alanov; Vadim Titov; Maksim Nakhodnov; Dmitry P. Vetrov (CoRR, 2022)

StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation. - Aibek Alanov; Vadim Titov; Maksim Nakhodnov; Dmitry P. Vetrov (ICCV, 2023)

Beyond Fine-Tuning: A Systematic Study of Sampling Techniques in Personalized Image Generation. - Vera Soboleva; Maksim Nakhodnov; Aibek Alanov (CoRR, 2025)

DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization. - Shamil Ayupov; Maksim Nakhodnov; Anastasia Yaschenko; Andrey Kuznetsov; Aibek Alanov (CoRR, 2025)

ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models. - Dmitrii Sorokin; Maksim Nakhodnov; Andrey Kuznetsov; Aibek Alanov (CoRR, 2025)