Nikolay Patakin

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

CVPR (2) ICLR (1) IJCAI (1)

Top co-authors

Anton Konushin (4) Dmitry Senushkin (3) Nina Konovalova (2) Mikhail Artemyev (1) Anna Vorontsova (1) Alexander Filippov (1) Savva Victorovich Ignatyev (1) Peter Wonka (1) Alexey Artemov (1) Bulat Gabdullin (1)

Research topics

Computer Vision (3) Deep Learning (2) Analysis (2) Machine Learning (1) Architectures (1) Generation (1) Models (1) Optimization & Theory (1)

Keywords

3d reconstruction (1) multi-task learning (1) point cloud (1) depth estimation (1) monocular depth estimation (1) condition number (1) diffusion model (1) latent space (1) 3d generation (1) gradient alignment (1) 3d geometry (1) teacher forcing (1) score distillation (1) text-driven generation (1) optimization stability (1) stereo imaging (1) geometry preservation (1) task trade-off (1) single-view depth (1) autoregressive refinement (1)

Papers

A3D: Does Diffusion Dream about 3D Alignment? ICLR 2025 DepthART: Monocular Depth Estimation as Autoregressive Refinement Task IJCAI 2025 Independent Component Alignment for Multi-Task Learning CVPR 2023 Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures With Uncalibrated Stereo Data CVPR 2022