Zhengyang Shen
11 papers · 2019–2024 · 8 venues · across top CS/AI venues
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Achievements
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Research topics
Computer Vision
(8)
Deep Learning
(6)
Machine Learning
(5)
Analysis
(5)
Architectures
(5)
Core Methods
(4)
Domain-Specific
(3)
Artificial Intelligence
(2)
Core AI Β· Computer Vision
(2)
Core AI Β· Artificial Intelligence
(2)
Learning Types
(2)
Optimization & Theory
(2)
Processing
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Keywords
convolutional neural network
(3)
equivariant neural network
(3)
partial differential operator
(3)
image registration
(2)
parameter efficiency
(2)
3d vision
(2)
medical imaging
(1)
optimal transport
(1)
feature learning
(1)
group theory
(1)
deep learning
(1)
efficient computing
(1)
egocentric vision
(1)
shape matching
(1)
point cloud registration
(1)
partial differential equation
(1)
image synthesis
(1)
diffusion model
(1)
neural radiance field
(1)
magnetic resonance imaging
(1)
Papers
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation
WACV 2024
Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks
ICLR 2023
Spectral Graphormer: Spectral Graph-Based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images
ICCV 2023
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs
ICML 2022
Accurate Point Cloud Registration with Robust Optimal Transport
NeurIPS 2021
Efficient Equivariant Network
NeurIPS 2021
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs
AAAI 2021
Adversarial Data Augmentation via Deformation Statistics
ECCV 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions
ICML 2020
Networks for Joint Affine and Non-Parametric Image Registration
CVPR 2019
Region-specific Diffeomorphic Metric Mapping
NeurIPS 2019