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Federated Self-Supervised Contrastive Learning via Ensemble Similarity Distillation


Sep 29, 2021
Haizhou Shi, Youcai Zhang, Zijin Shen, Siliang Tang, Yaqian Li, Yandong Guo, Yueting Zhuang

* Preprint, working in progress 

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Natural Language Video Localization with Learnable Moment Proposals


Sep 22, 2021
Shaoning Xiao, Long Chen, Jian Shao, Yueting Zhuang, Jun Xiao

* emnlp21 

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Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference


Aug 09, 2021
Juncheng Li, Siliang Tang, Linchao Zhu, Haochen Shi, Xuanwen Huang, Fei Wu, Yi Yang, Yueting Zhuang


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On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals


Jul 30, 2021
Haizhou Shi, Youcai Zhang, Siliang Tang, Wenjie Zhu, Yaqian Li, Yandong Guo, Yueting Zhuang

* Preprint, working in progress 

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Alleviate Representation Overlapping in Class Incremental Learning by Contrastive Class Concentration


Jul 30, 2021
Zixuan Ni, Haizhou Shi, Siliang Tang, Yueting Zhuang


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CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction


Jun 21, 2021
Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, Yueting Zhuang

* Accepted by ACL 2021 

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Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training


Jun 21, 2021
Tao Chen, Haochen Shi, Liyuan Liu, Siliang Tang, Jian Shao, Zhigang Chen, Yueting Zhuang

* Accepted by AAAI 2021 

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Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey


May 26, 2021
Feifei Shao, Long Chen, Jian Shao, Wei Ji, Shaoning Xiao, Lu Ye, Yueting Zhuang, Jun Xiao

* 13 pages, 4 figures 

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A Sequence-to-Set Network for Nested Named Entity Recognition


May 19, 2021
Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang

* Accepted to IJCAI 2021, submission version 

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VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching


May 12, 2021
Wenbo Ma, Long Chen, Hanwang Zhang, Jian Shao, Yueting Zhuang, Jun Xiao


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Disentangled Motif-aware Graph Learning for Phrase Grounding


Apr 13, 2021
Zongshen Mu, Siliang Tang, Jie Tan, Qiang Yu, Yueting Zhuang

* 10 pages, 6 figures, AAAI 2021 conference 

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Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation


Feb 23, 2021
Weijie Chen, Luojun Lin, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang, Wenqi Ren


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Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection


Feb 01, 2021
Weijie Chen, Yilu Guo, Shicai Yang, Zhaoyang Li, Zhenxin Ma, Binbin Chen, Long Zhao, Di Xie, Shiliang Pu, Yueting Zhuang


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A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data


Dec 10, 2020
Xianfeng Li, Weijie Chen, Di Xie, Shicai Yang, Peng Yuan, Shiliang Pu, Yueting Zhuang

* accepted by AAAI2021 

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Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach


Nov 22, 2020
Haizhou Shi, Dongliang Luo, Siliang Tang, Jian Wang, Yueting Zhuang


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Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation


Oct 31, 2020
Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann

* Accepted by NeurIPS 2020 (oral). Code: https://github.com/kgl-prml/Pixel- Level-Cycle-Association 

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Federated Unsupervised Representation Learning


Oct 18, 2020
Fengda Zhang, Kun Kuang, Zhaoyang You, Tao Shen, Jun Xiao, Yin Zhang, Chao Wu, Yueting Zhuang, Xiaolin Li


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Two Step Joint Model for Drug Drug Interaction Extraction


Aug 28, 2020
Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu

* 8 pages, 6 figures 

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Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling


Aug 11, 2020
Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang

* ACM Multimedia 2020 

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Learning Decomposed Representation for Counterfactual Inference


Jun 12, 2020
Anpeng Wu, Kun Kuang, Junkun Yuan, Bo Li, Pan Zhou, Jianrong Tao, Qiang Zhu, Yueting Zhuang, Fei Wu


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Stable Prediction via Leveraging Seed Variable


Jun 09, 2020
Kun Kuang, Bo Li, Peng Cui, Yue Liu, Jianrong Tao, Yueting Zhuang, Fei Wu


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Balance-Subsampled Stable Prediction


Jun 08, 2020
Kun Kuang, Hengtao Zhang, Fei Wu, Yueting Zhuang, Aijun Zhang


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Counterfactual Samples Synthesizing for Robust Visual Question Answering


Mar 14, 2020
Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, Yueting Zhuang

* Appear in CVPR 2020; Codes in https://github.com/yanxinzju/CSS-VQA 

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Bi-Decoder Augmented Network for Neural Machine Translation


Jan 14, 2020
Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai


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Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features


Dec 09, 2019
Du Chen, Zewei He, Yanpeng Cao, Jiangxin Yang, Yanlong Cao, Michael Ying Yang, Siliang Tang, Yueting Zhuang

* 12 pages, 11 figures 

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Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation


Nov 18, 2019
Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang


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Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets


Nov 11, 2019
Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song

* An extended version with 11 pages including appendix; Accepted by AAAI'20; 

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Learning Dynamic Context Augmentation for Global Entity Linking


Sep 04, 2019
Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren


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