Guanyu Yang
8 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
ECCV (2)
AAAI (1)
CVPR (1)
ICCV (1)
IJCAI (1)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
convolutional neural network
(3)
semantic segmentation
(3)
medical imaging
(2)
feature extraction
(2)
few-shot learning
(1)
visual similarity
(1)
self-supervised learning
(1)
3d vision
(1)
topological data analysis
(1)
feature space
(1)
3d segmentation
(1)
self-supervised pre-training
(1)
class incremental learning
(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
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks
AAAI 2024
Energy-induced Explicit quantification for Multi-modality MRI fusion
ECCV 2024
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification
MICCAI 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