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Fan Xiao

3 accepted papers

2024

Cross-Image Distillation for Semi-Supervised Semantic Segmentation

ICASSP 2024accepted

Semi-supervised semantic segmentation approaches have drawn much more attention in recent years, which aim to exploit a large amount of unlabeled data together with a small number of labeled data. However, existing models usually regarded segmentation as pixel-wise classification, neglecting global…

Cited by 0SourceScholar
2023

Diabetic Retinopathy Grading with Weakly-Supervised Lesion Priors

ICASSP 2023accepted

Explicit information of lesions can provide visual instructions for diabetic retinopathy (DR) grading on fundus images. However, pixel-level lesion annotations are extremely difficult and time-consuming to acquire. In this work, we propose a novel weakly-supervised lesion-aware network for DR gradin…

Cited by 0SourceScholar
2022

A Framework for Optimized Topology Design and Leader Selection in Affine Formation Control

RA-L 2022

This paper studies the problem of topology design and leader selection to activate affine formation control schemes. The <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">affine formation control</i> enjoys a distinguishing feature from other control m

Cited by 22SourceScholar