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Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning


Oct 14, 2022
Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng, QianYing Wang

* Accepted by EMNLP 2022 

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Distilling Task-specific Logical Rules from Large Pre-trained Models


Oct 06, 2022
Tao Chen, Luxin Liu, Xuepeng Jia, Baoliang Cui, Haihong Tang, Siliang Tang


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Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph


Oct 02, 2022
Chang Zong, Yueting Zhuang, Weiming Lu, Jian Shao, Siliang Tang

* 9 pages, 7 figures 

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Fine-Grained Semantically Aligned Vision-Language Pre-Training


Aug 04, 2022
Juncheng Li, Xin He, Longhui Wei, Long Qian, Linchao Zhu, Lingxi Xie, Yueting Zhuang, Qi Tian, Siliang Tang


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Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos


Aug 03, 2022
Juncheng Li, Junlin Xie, Linchao Zhu, Long Qian, Siliang Tang, Wenqiao Zhang, Haochen Shi, Shengyu Zhang, Longhui Wei, Qi Tian, Yueting Zhuang

* Accepted by ACM Multimedia 2022 

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BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval


Jul 09, 2022
Wenqiao Zhang, Jiannan Guo, Mengze Li, Haochen Shi, Shengyu Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang


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Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning


Jun 07, 2022
Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu

* Accepted to KDD 2022 

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Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile


Jun 04, 2022
Dong Chen, Lingfei Wu, Siliang Tang, Xiao Yun, Bo Long, Yueting Zhuang

* 17 pages 

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QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance


Apr 29, 2022
Xiaoqiang Wang, Bang Liu, Siliang Tang, Lingfei Wu

* 16 pages, 7 figures 

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RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning


Apr 29, 2022
Yun Zhu, Jianhao Guo, Fei Wu, Siliang Tang

* Accepted to IJCAI 2022 

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