Search Results for author: Ziyang Gong

Found 3 papers, 1 papers with code

Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency

no code implementations AAAI 2024 Fuhao Li, Ziyang Gong, Yupeng Deng, Xianzheng Ma4, Renrui Zhang, Zhenming Ji, Xiangwei Zhu, Hong Zhang

The SPM module incorporates a Severity Perception mechanism, guiding a Mask operation that enables our model to learn highly consistent features from the augmented scenes.

Semantic Segmentation SSIM +1

Transfer Learning across Different Chemical Domains: Virtual Screening of Organic Materials with Deep Learning Models Pretrained on Small Molecule and Chemical Reaction Data

no code implementations30 Nov 2023 Chengwei Zhang, Yushuang Zhai, Ziyang Gong, Hongliang Duan, Yuan-Bin She, Yun-Fang Yang, An Su

This study showcases the potential of utilizing databases of drug-like small molecules and chemical reactions to pretrain the BERT model, enhancing its performance in the virtual screening of organic materials.

Transfer Learning

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