Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification

no code implementations • 9 Sep 2020 • Lei Liu, Wentao Lei, Yongfang Luo, Cheng Feng, Xiang Wan, Li Liu

Ultrasound (US) is a non-invasive yet effective medical diagnostic imaging technique for the COVID-19 global pandemic.

Active Learning General Classification +2

Spatio-Temporal Structure Consistency for Semi-supervised Medical Image Classification

no code implementations • 3 Mar 2023 • Wentao Lei, Lei Liu, Li Liu

Experiments on two medical image datasets (i. e., ISIC 2018 challenge and ChestX-ray14) show that our method outperforms state-of-the-art SSL methods.

Image Classification Medical Diagnosis +1

Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model

no code implementations • 30 Apr 2024 • Wentao Lei, Li Liu, Jun Wang

Therefore, we propose a novel Gloss-prompted Diffusion-based CS Gesture generation framework (called GlossDiff).

A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation

1 code implementation • 17 Aug 2023 • Li Liu, Lufei Gao, Wentao Lei, Fengji Ma, Xiaotian Lin, Jinting Wang

In summary, this survey paper provides a comprehensive understanding of deep multi-modal learning for various BL generations and recognitions for the first time.

Domain Adaptation Self-Supervised Learning