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Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network

Feb 09, 2021
Linwei Ye, Mrigank Rochan, Zhi Liu, Xiaoqin Zhang, Yang Wang

* 14 pages, 8 figures. arXiv admin note: substantial text overlap with arXiv:1904.04745 

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STUaNet: Understanding uncertainty in spatiotemporal collective human mobility

Feb 09, 2021
Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li

* 12 pages, 8 figures, WWW 2021 Conference 

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Wasserstein diffusion on graphs with missing attributes

Feb 06, 2021
Zhixian Chen, Tengfei Ma, Yangqiu Song, Yang Wang


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VSEGAN: Visual Speech Enhancement Generative Adversarial Network

Feb 04, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Binbin Chen


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AMFFCN: Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement

Feb 04, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Binbin Chen

* arXiv admin note: text overlap with arXiv:2101.05975 

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MFFCN: Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement

Feb 04, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Yang Wang, Binbin Chen


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On the capacity of deep generative networks for approximating distributions

Jan 29, 2021
Yunfei Yang, Zhen Li, Yang Wang


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Attentional Multi-layer Feature Fusion Convolution Network for Audio-visual Speech Enhancement

Jan 15, 2021
Xinmeng Xu, Yang Wang, Dongxiang Xu, Cong Zhang, Yiyuan Peng, Jie Jia, Binbin Chen

* arXiv admin note: text overlap with arXiv:2101.05975 

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BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network

Jan 14, 2021
Zhixian Chen, Tengfei Ma, Zhihua Jin, Yangqiu Song, Yang Wang


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Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering

Jan 13, 2021
Renhao Sun, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang


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Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction

Dec 14, 2020
Jiafa He, Chengwei Pan, Can Yang, Ming Zhang, Yang Wang, Xiaowei Zhou, Yizhou Yu

* MICCAI 2020 

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A Sequence-to-Sequence Approach to Dialogue State Tracking

Nov 18, 2020
Yue Feng, Yang Wang, Hang Li


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AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting

Oct 23, 2020
Mahesh Kumar Krishna Reddy, Mrigank Rochan, Yiwei Lu, Yang Wang


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SmartTriage: A system for personalized patient data capture, documentation generation, and decision support

Oct 19, 2020
Ilya Valmianski, Ian M. Finn, Nave Frost, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Daniel S. Zisook


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Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis

Oct 16, 2020
Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu

* Accepted at ICDM 2020 

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High Quality Remote Sensing Image Super-Resolution Using Deep Memory Connected Network

Oct 01, 2020
Wenjia Xu, Guangluan Xu, Yang Wang, Xian Sun, Daoyu Lin, Yirong Wu

* IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium 

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Where is the Model Looking At?--Concentrate and Explain the Network Attention

Sep 29, 2020
Wenjia Xu, Jiuniu Wang, Yang Wang, Guangluan Xu, Wei Dai, Yirong Wu

* IEEE Journal of Selected Topics in Signal Processing, vol. 14, no. 3, pp. 506-516, March 2020 

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Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior

Sep 08, 2020
Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang


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A Mathematical Introduction to Generative Adversarial Nets (GAN)

Sep 01, 2020
Yang Wang


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Sentence Guided Temporal Modulation for Dynamic Video Thumbnail Generation

Aug 31, 2020
Mrigank Rochan, Mahesh Kumar Krishna Reddy, Yang Wang

* Accepted to BMVC 2020 

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Adaptive Video Highlight Detection by Learning from User History

Jul 19, 2020
Mrigank Rochan, Mahesh Kumar Krishna Reddy, Linwei Ye, Yang Wang

* Accepted to ECCV 2020 

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Few-shot Scene-adaptive Anomaly Detection

Jul 15, 2020
Yiwei Lu, Frank Yu, Mahesh Kumar Krishna Reddy, Yang Wang

* Accepted to ECCV 2020 as a spotlight paper 

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Cross-Modal Weighting Network for RGB-D Salient Object Detection

Jul 09, 2020
Gongyang Li, Zhi Liu, Linwei Ye, Yang Wang, Haibin Ling

* Accepted in ECCV2020. Code: https://github.com/MathLee/CMWNet 

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Recurrent Relational Memory Network for Unsupervised Image Captioning

Jun 24, 2020
Dan Guo, Yang Wang, Peipei Song, Meng Wang

* Appearing at IJCAI 2020 

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Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning

Jun 20, 2020
Ximing Li, Yang Wang

* Appeared at IJCAI 2020 

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Unsupervised Vehicle Re-identification with Progressive Adaptation

Jun 20, 2020
Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu, Meng Wang

* Appearing at IJCAI 2020 

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Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning

Jun 18, 2020
Shuai Zhang, Xiaoyan Xin, Yang Wang, Yachong Guo, Qiuqiao Hao, Xianfeng Yang, Jun Wang, Jian Zhang, Bing Zhang, Wei Wang


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Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion

Jun 15, 2020
Yang Wang

* Appearing at ACM TOMM, 26 pages 

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Utilizing machine learning to prevent water main breaks by understanding pipeline failure drivers

Jun 05, 2020
Dilusha Weeraddana, Bin Liang, Zhidong Li, Yang Wang, Fang Chen, Livia Bonazzi, Dean Phillips, Nitin Saxena

* 8 pages, 18 figures. Ozwater 2019 conference 

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