Hui Deng
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
non-rigid structure from motion
(3)
3d reconstruction
(3)
sequence modeling
(2)
3d pose estimation
(1)
temporal alignment
(1)
receptive field
(1)
diffusion model
(1)
motion prior
(1)
length extrapolation
(1)
linear attention
(1)
softmax attention
(1)
relative positional encoding
(1)
skeleton deformation
(1)
kernel methods
(1)
low-rank modeling
(1)
deformation modeling
(1)
subspace constraint
(1)
long-range modeling
(1)
transformer architecture
(1)
procrustean alignment
(1)
Papers
Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling
AAAI 2025
Exploring Transformer Extrapolation
AAAI 2024
Non-Rigid Structure-from-Motion: Temporally-Smooth Procrustean Alignment and Spatially-Variant Deformation Modeling
CVPR 2024
Unsupervised 3D Pose Estimation With Non-Rigid Structure-From-Motion Modeling
WACV 2024
cosFormer: Rethinking Softmax In Attention
ICLR 2022