Siyuan Bian
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (23)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
CVPR (3)
AAAI (2)
ECCV (1)
ICCV (1)
Top co-authors
Research topics
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)
model finetuning
(1)
out-of-distribution generalization
(1)
parametric model
(1)
ood generalization
(1)
vision-language model
(1)
mesh reconstruction
(1)
bayesian optimization
(1)
multimodal input
(1)
min-max optimization
(1)
large vision-language model
(1)
maximum likelihood estimation
(1)
Papers
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models
CVPR 2025
ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation
AAAI 2024
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration
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
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
CVPR 2021
Human Pose Regression With Residual Log-Likelihood Estimation
ICCV 2021