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Huabao Chen

2 accepted papers

2025

Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains

NeurIPS 2025poster

In the big data era, the computer vision field benefits from large-scale datasets such as LAION-2B, LAION-400M, and ImageNet-21K, Kinetics, on which popular models like the ViT and ConvNeXt series have been pre-trained, acquiring substantial knowledge. However, numerous downstream tasks in speciali…

Cited by 0SourcecodeScholar
2023

LABANet: Lead-Assisting Backbone Attention Network for Oral Multi-Pathology Segmentation

ICASSP 2023accepted

This paper presents a Lead-Assisting Backbone Attention Network (LABANet), which is able to perform multi-pathology instance segmentation of dental panoramic X-rays. A Lead-Assisting Attention Backbone (LAAB), containing two Swin-Transformers, is first developed for feature extraction. The following…

Cited by 0SourceScholar