Search Results for author: Dazhao Du

Found 4 papers, 0 papers with code

A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language

no code implementations12 Sep 2022 Bing Su, Dazhao Du, Zhao Yang, Yujie Zhou, Jiangmeng Li, Anyi Rao, Hao Sun, Zhiwu Lu, Ji-Rong Wen

Although artificial intelligence (AI) has made significant progress in understanding molecules in a wide range of fields, existing models generally acquire the single cognitive ability from the single molecular modality.

Contrastive Learning Cross-Modal Retrieval +1

Efficient U-Transformer with Boundary-Aware Loss for Action Segmentation

no code implementations26 May 2022 Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan

Most state-of-the-art methods focus on designing temporal convolution-based models, but the limitations on modeling long-term temporal dependencies and inflexibility of temporal convolutions limit the potential of these models.

Action Classification Action Segmentation +1

Preformer: Predictive Transformer with Multi-Scale Segment-wise Correlations for Long-Term Time Series Forecasting

no code implementations23 Feb 2022 Dazhao Du, Bing Su, Zhewei Wei

In this way, if a key segment has a high correlation score with the query segment, its successive segment contributes more to the prediction of the query segment.

Time Series Forecasting

SCformer: Segment Correlation Transformer for Long Sequence Time Series Forecasting

no code implementations29 Sep 2021 Dazhao Du, Bing Su, Zhewei Wei

Long-term time series forecasting is widely used in real-world applications such as financial investment, electricity management and production planning.

Management Time Series Forecasting

Cannot find the paper you are looking for? You can Submit a new open access paper.