Hiroyuki Sato
4 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Diamond
🗺️
Taxonomy Completionist
(11)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Computer Vision
(2)
Analysis
(2)
Optimization & Theory · Machine Learning
(2)
Processing
(2)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Science
(1)
Keywords
riemannian manifold
(2)
3d reconstruction
(1)
knowledge distillation
(1)
global optimization
(1)
variance reduction
(1)
matrix completion
(1)
quasi-newton method
(1)
differentiable rendering
(1)
stochastic variance reduction
(1)
3d semantic segmentation
(1)
inverse rendering
(1)
line segment
(1)
hair modeling
(1)
hair reconstruction
(1)
3d orientation
(1)
vector transport
(1)
stochastic gradient
(1)
panoramic distillation
(1)
Papers
Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments
CVPR 2024
3D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
ICLR 2023
Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis
AISTATS 2018
Riemannian Stochastic Recursive Gradient Algorithm
ICML 2018