Shihua Zhang
10 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (30) 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Deep Learning
(9)
Computer Vision
(8)
Machine Learning
(6)
Analysis
(6)
Architectures
(6)
Core Methods
(6)
Core AI · Computer Vision
(4)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Processing
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Generation
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
feature matching
(5)
correspondence learning
(4)
pose estimation
(3)
visual localization
(3)
graph neural network
(3)
homography estimation
(2)
feature extraction
(1)
learning theory
(1)
attention mechanism
(1)
fourier expansion
(1)
semantic segmentation
(1)
motion estimation
(1)
neural network interpretability
(1)
neural network optimization
(1)
model interpretability
(1)
theoretical analysis
(1)
image registration
(1)
multi-class classification
(1)
image matching
(1)
video generation
(1)
Papers
Align Images Before You Generate
CVPR 2026
SAG-GNN: Semantic-Aware Guided GNN for Descriptor-Free 2D-3D Matching
CVPR 2026
CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching
ICCV 2025
Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation
AAAI 2025
DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning
CVPR 2024
ResMatch: Residual Attention Learning for Feature Matching
AAAI 2024
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning
AAAI 2023
U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation
IJCAI 2023
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification
JMLR 2022
Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime
AAAI 2022