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Uncertainty Set Prediction of Aggregated Wind Power Generation based on Bayesian LSTM and Spatio-Temporal Analysis


Oct 07, 2021
Xiaopeng Li, Jiang Wu, Zhanbo Xu, Kun Liu, Jun Yu, Xiaohong Guan


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ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration


Aug 16, 2021
Yuhao Cui, Zhou Yu, Chunqi Wang, Zhongzhou Zhao, Ji Zhang, Meng Wang, Jun Yu

* Accepted at ACM Multimedia 2021. Code available at https://github.com/MILVLG/rosita 

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BiSTF: Bilateral-Branch Self-Training Framework for Semi-Supervised Large-scale Fine-Grained Recognition


Jul 14, 2021
Hao Chang, Guochen Xie, Jun Yu, Qiang Ling

* arXiv admin note: text overlap with arXiv:2102.09559 by other authors 

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A Weakly-Supervised Depth Estimation Network Using Attention Mechanism


Jul 10, 2021
Fang Gao, Jiabao Wang, Jun Yu, Yaoxiong Wang, Feng Shuang

* 8 pages, 8 figures, IJCAI-WSRL 

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The Story in Your Eyes: An Individual-difference-aware Model for Cross-person Gaze Estimation


Jun 27, 2021
Jun Bao, Buyu Liu, Jun Yu


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Improving White-box Robustness of Pre-processing Defenses via Joint Adversarial Training


Jun 10, 2021
Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Jun Yu, Xiaoyu Wang, Tongliang Liu


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Instance Correction for Learning with Open-set Noisy Labels


Jun 01, 2021
Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Jun Yu, Gang Niu, Masashi Sugiyama


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Sample Selection with Uncertainty of Losses for Learning with Noisy Labels


Jun 01, 2021
Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Jun Yu, Gang Niu, Masashi Sugiyama


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Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching


May 18, 2021
Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu


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Removing Adversarial Noise in Class Activation Feature Space


Apr 19, 2021
Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu, Tongliang Liu


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QoS-Driven Resource Optimization for Intelligent Fog Radio Access Network: A Dynamic Power Allocation Perspective


Mar 03, 2021
Jun Yu, Rui Wang, Jun Wu


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Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing


Dec 25, 2020
Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao


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Sufficient dimension reduction for classification using principal optimal transport direction


Oct 21, 2020
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong

* 18 pages, 4 figures, to be published in 34th Conference on Neural Information Processing Systems (NeurIPS 2020), add the supplementary material 

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Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples


Aug 21, 2020
Jinfeng Li, Weifeng Liu, Yicong Zhou, Jun Yu, Dapeng Tao


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Deep Fusion Siamese Network for Automatic Kinship Verification


Jun 07, 2020
Jun Yu, Mengyan Li, Xinlong Hao, Guochen Xie

* 2020 15th IEEE Conference on Automatic Face and Gesture Recognition; 4th Recognizing Families In the Wild (RFIW) 
* 8 pages, 8 figures 

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Retrieval of Family Members Using Siamese Neural Network


May 30, 2020
Jun Yu, Guochen Xie, Mengyan Li, Xinlong Hao

* 5 pages, 3 figures 

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Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data


May 21, 2020
Jun Yu, HaiYing Wang, Mingyao Ai, Huiming Zhang


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Deep Multimodal Neural Architecture Search


Apr 25, 2020
Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian

* 10 pages, 4 figures 

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Repulsive Mixture Models of Exponential Family PCA for Clustering


Apr 07, 2020
Maoying Qiao, Tongliang Liu, Jun Yu, Wei Bian, Dacheng Tao


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Detecting Communities in Heterogeneous Multi-Relational Networks:A Message Passing based Approach


Apr 06, 2020
Maoying Qiao, Jun Yu, Wei Bian, Dacheng Tao


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Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos


Mar 16, 2020
Yijun Song, Jingwen Wang, Lin Ma, Zhou Yu, Jun Yu


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Multimodal Unified Attention Networks for Vision-and-Language Interactions


Aug 19, 2019
Zhou Yu, Yuhao Cui, Jun Yu, Dacheng Tao, Qi Tian

* 11 pages, 7 figures 

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Deep Modular Co-Attention Networks for Visual Question Answering


Jun 25, 2019
Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian

* Accepted at CVPR 2019 

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Effective degrees of freedom for surface finish defect detection and classification


Jun 20, 2019
Natalya Pya Arnqvist, Blaise Ngendangenzwa, Eric Lindahl, Leif Nilsson, Jun Yu

* 17 pages, 12 figures, 3 tables 

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ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering


Jun 06, 2019
Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao

* Accepted at AAAI 2019 

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Multimodal Transformer with Multi-View Visual Representation for Image Captioning


May 20, 2019
Jun Yu, Jing Li, Zhou Yu, Qingming Huang

* submitted to a journal 

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Single Pixel Reconstruction for One-stage Instance Segmentation


May 17, 2019
Jun Yu, Jinghan Yao, Jian Zhang, Zhou Yu, Dacheng Tao


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