Qingyang Tan
5 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Core AI
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Robotics
(1)
Analysis
(1)
Architectures
(1)
Capabilities
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
collision detection
(2)
3d mesh
(2)
3d vision
(1)
deep learning
(1)
constrained optimization
(1)
variational autoencoder
(1)
foundation model
(1)
latent space
(1)
identity preservation
(1)
facial expression
(1)
mesh deformation
(1)
3d mesh deformation
(1)
neural collision handler
(1)
progressive fine-tuning
(1)
analytical collision detector
(1)
shape generation
(1)
neural network
(1)
collision-free human pose
(1)
non-penetration constraint
(1)
bilevel autoencoder
(1)
Papers
Large-scale Codec Avatars: The Unreasonable Effectiveness of Large-scale Avatar Pretraining
CVPR 2026
A Repulsive Force Unit for Garment Collision Handling in Neural Networks
ECCV 2022
N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations
ICML 2022
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints
AAAI 2021
Variational Autoencoders for Deforming 3D Mesh Models
CVPR 2018