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Interventional Contrastive Learning with Meta Semantic Regularizer


Jun 29, 2022
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong

* Accepted by ICML 2022 

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SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders


Jun 25, 2022
Gang Li, Heliang Zheng, Daqing Liu, Chaoyue Wang, Bing Su, Changwen Zheng

* 12 pages, 3 figures 

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


May 26, 2022
Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan


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Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt


May 23, 2022
Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su, Changwen Zheng


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Semi-WTC: A Practical Semi-supervised Framework for Attack Categorization through Weight-Task Consistency


May 20, 2022
Zihan Li, Wentao Chen, Zhiqing Wei, Xingqi Luo, Bing Su

* Tech report 

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MetAug: Contrastive Learning via Meta Feature Augmentation


Mar 10, 2022
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong


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Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation


Mar 08, 2022
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 2022; Refer to https://ieeexplore.ieee.org/document/9540279 

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


Feb 23, 2022
Dazhao Du, Bing Su, Zhewei Wei


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