Shihao Zhou
8 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
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Mega-Team · Squad
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Research topics
Computer Vision
(6)
Deep Learning
(5)
Architectures
(5)
Processing
(4)
Machine Learning
(2)
Analysis
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Keywords
image restoration
(3)
transformer architecture
(2)
attention mechanism
(2)
feature learning
(1)
deformable convolution
(1)
real-time processing
(1)
human pose estimation
(1)
temporal information
(1)
multi-head attention
(1)
wavelet transform
(1)
visual representation
(1)
neural network optimization
(1)
real-time inference
(1)
image deblurring
(1)
image representation
(1)
multimodal learning
(1)
sparse attention
(1)
mesh reconstruction
(1)
feature extraction
(1)
3d reconstruction
(1)
Papers
It Takes Two: A Duet of Periodicity and Directionality for Burst Flicker Removal
CVPR 2026
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition
CVPR 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration
ICCV 2025
Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration
CVPR 2024
A Simple Baseline for Efficient Hand Mesh Reconstruction
CVPR 2024
Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects
ECCV 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
ECCV 2024
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information
CVPR 2022