Search Results for author: Wenqi Tang

Found 4 papers, 4 papers with code

Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation

1 code implementation14 Feb 2023 Chuang Zhu, Kebin Liu, Wenqi Tang, Ke Mei, Jiaqi Zou, Tiejun Huang

The divergence between labeled training data and unlabeled testing data is a significant challenge for recent deep learning models.

Model Optimization Pseudo Label +2

WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels

1 code implementation5 Oct 2022 ShengJie Liu, Chuang Zhu, Wenqi Tang

For scenarios where weak supervision and cross-domain problems coexist, this paper defines a new task: unsupervised domain adaptation based on weak source domain labels (WUDA).

Image Segmentation object-detection +5

Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides

1 code implementation4 Dec 2021 Feng Xu, Chuang Zhu, Wenqi Tang, Ying Wang, Yu Zhang, Jie Li, Hongchuan Jiang, Zhongyue Shi, Jun Liu, Mulan Jin

Conclusion: Our study provides a novel DL-based biomarker on primary tumor CNB slides to predict the metastatic status of ALN preoperatively for patients with EBC.

Multiple Instance Learning Specificity +1

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

1 code implementation24 Aug 2021 Xinyu Jia, Chuang Zhu, Minzhen Li, Wenqi Tang, ShengJie Liu, Wenli Zhou

It is very challenging for various visual tasks such as image fusion, pedestrian detection and image-to-image translation in low light conditions due to the loss of effective target areas.

Image Registration Image-to-Image Translation +6

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