Guanyu Yang
8 papers · 2020–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(3)
Domain-Specific
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Analysis
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
semantic segmentation
(3)
convolutional neural network
(3)
medical imaging
(2)
feature extraction
(2)
few-shot learning
(1)
visual similarity
(1)
self-supervised learning
(1)
3d vision
(1)
class-incremental learning
(1)
topological data analysis
(1)
feature space
(1)
3d segmentation
(1)
self-supervised pretraining
(1)
semantic region
(1)
geometric matching
(1)
3d medical imaging
(1)
3d medical image
(1)
inter-image similarity
(1)
consistent representation
(1)
covariance regularization
(1)
Papers
Covariance-Based Space Regularization for Few-Shot Class Incremental Learning
WACV 2025
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification
MICCAI 2024
Energy-induced Explicit quantification for Multi-modality MRI fusion
ECCV 2024
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks
AAAI 2024
Dynamic Snake Convolution Based on Topological Geometric Constraints for Tubular Structure Segmentation
ICCV 2023
Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-Training
CVPR 2023
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation
IJCAI 2022
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images
ECCV 2020