Siyuan Bian
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(4)
Analysis
(4)
Deep Learning
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Models
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Keywords
shape estimation
(2)
human shape estimation
(2)
inverse kinematics
(2)
human pose estimation
(2)
3d reconstruction
(2)
3d human pose estimation
(2)
3d pose estimation
(1)
probabilistic model
(1)
gaussian process
(1)
min-max optimization
(1)
out-of-distribution generalization
(1)
parametric model
(1)
ood generalization
(1)
vision-language model
(1)
multimodal input
(1)
bayesian optimization
(1)
large vision-language model
(1)
mesh reconstruction
(1)
model fine-tuning
(1)
maximum likelihood estimation
(1)
Papers
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models
CVPR 2025
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration
AAAI 2024
ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation
AAAI 2024
NIKI: Neural Inverse Kinematics With Invertible Neural Networks for 3D Human Pose and Shape Estimation
CVPR 2023
D&D: Learning Human Dynamics from Dynamic Camera
ECCV 2022
Human Pose Regression With Residual Log-Likelihood Estimation
ICCV 2021
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
CVPR 2021