Nikolay Patakin
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
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The Questioner
Conferences
CVPR (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
3d reconstruction
(1)
multi-task learning
(1)
point cloud
(1)
depth estimation
(1)
monocular depth estimation
(1)
condition number
(1)
gradient alignment
(1)
3d geometry
(1)
teacher forcing
(1)
optimization stability
(1)
stereo imaging
(1)
geometry preservation
(1)
task trade-off
(1)
single-view depth
(1)
autoregressive refinement
(1)
visual autoregressive transformer
(1)
residual minimization
(1)
stereo datum
(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