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Liangzhi Li
Guest Assistant Professor
Institute for Datability Science
Osaka University
Contact
email: li@ids.
webpage:
https://www.liangzhili.com
Please add
osaka-u.ac.jp
to complete email address
Interests
Computer Vision
Deep Learning
Medical Imaging
Latest
Learning bottleneck concepts in image classification
Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memory
Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis
Match them up: visually explainable few-shot image classification
Image Retrieval by Hierarchy-aware Deep Hashing Based on Multi-task Learning
SCOUTER: Slot attention-based classifier for explainable image recognition
MTUNet: Few-shot image classification with visual explanations
Noisy-LSTM: Improving temporal awareness for video semantic segmentation
AI Hospital
IterNet: retinal image segmentation utilizing structural redundancy in vessel networks
Joint learning of vessel segmentation and artery/vein classification with post-processing
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