Nikolay Patakin

Computer Science · Physical Sciences

2h-index41citations8works0.32yr avg
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Research Topics

Advanced Vision and Imaging(5), Optical measurement and interference techniques(4), Domain Adaptation and Few-Shot Learning(2), Industrial Vision Systems and Defect Detection(2), Advanced Neural Network Applications(1)

Publications8 total

DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
2025
DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
arXiv (Cornell University)·2024· 1 citedOpen Access
A3D: Does Diffusion Dream about 3D Alignment?
arXiv (Cornell University)·2024Open Access
Neural Global Illumination for Inverse Rendering
2023· 1 cited
Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data
arXiv (Cornell University)·2023Open Access
Independent Component Alignment for Multi-Task Learning
2023· 34 cited
Independent Component Alignment for Multi-Task Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 4 cited

Frequent Co-authors

Anton Konushin(8), Dmitry Senushkin(6), Nina Konovalova(3), Arseny Kuznetsov(2), Anna Vorontsova(2), Mikhail Artemyev(2), B. M. Gabdullin(2), Savva Ignatyev(1), Daniil Selikhanovych(1), Oleg Voynov(1), А. П. Филиппов(1), Peter Wonka(1), Evgeny Burnaev(1), М.С. Романов(1), Анна Воронцова(1)