activity
20212025
most citedPhysics-informed Convolutional Neural Networks for Temperature Field Prediction of Heat Source Layout without Labeled Data

11 citations · 22 across the 10 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2022★ 4 cited

Semi-supervision semantic segmentation with uncertainty-guided self cross supervision

Yunyang Zhang, Zhiqiang Gong, Xiaohu Zheng +2

As a powerful way of realizing semi-supervised segmentation, the cross supervision method learns cross consistency based on independent ensemble models using abundant unlabeled ima…

cs.CV2022

Contrastive Enhancement Using Latent Prototype for Few-Shot Segmentation

Xiaoyu Zhao, Xiaoqian Chen, Zhiqiang Gong +3

Few-shot segmentation enables the model to recognize unseen classes with few annotated examples. Most existing methods adopt prototype learning architecture, where support prototyp…