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Xin Wang

Leibniz University Hannover Institute of Geodesy

Instance-Aware Predictive Navigation in Multi-Agent Environments

Jan 14, 2021
Jinkun Cao, Xin Wang, Trevor Darrell, Fisher Yu


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Multimodal Gait Recognition for Neurodegenerative Diseases

Jan 07, 2021
Aite Zhao, Jianbo Li, Junyu Dong, Lin Qi, Qianni Zhang, Ning Li, Xin Wang, Huiyu Zhou


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VSQL: Variational Shadow Quantum Learning for Classification

Dec 15, 2020
Guangxi Li, Zhixin Song, Xin Wang

* 20 pages. To appear in the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling

Nov 27, 2020
Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge


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Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction

Nov 25, 2020
Anzhu Yu, Wenyue Guo, Bing Liu, Xin Chen, Xin Wang, Xuefeng Cao, Bingchuan Jiang


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Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis

Nov 10, 2020
Erica Cooper, Xin Wang, Yi Zhao, Yusuke Yasuda, Junichi Yamagishi

* Technical report 

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Fast Local Attack: Generating Local Adversarial Examples for Object Detectors

Oct 27, 2020
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu

* Published in: 2020 International Joint Conference on Neural Networks (IJCNN) 

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A Comprehensive Survey on Curriculum Learning

Oct 25, 2020
Xin Wang, Yudong Chen, Wenwu Zhu

* 26 pages, 7 figures 

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End-to-End Text-to-Speech using Latent Duration based on VQ-VAE

Oct 20, 2020
Yusuke Yasuda, Xin Wang, Junichi Yamagishi


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SWIPENET: Object detection in noisy underwater images

Oct 19, 2020
Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou

* arXiv admin note: text overlap with arXiv:2005.11552 

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Holistic Combination of Structural and Textual Code Information for Context based API Recommendation

Oct 15, 2020
Chi Chen, Xin Peng, Zhenchang Xing, Jun Sun, Xin Wang, Yifan Zhao, Wenyun Zhao


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A Unified Approach to Interpreting and Boosting Adversarial Transferability

Oct 08, 2020
Xin Wang, Jie Ren, Shuyun Lin, Xiangming Zhu, Yisen Wang, Quanshi Zhang


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Learning by Minimizing the Sum of Ranked Range

Oct 05, 2020
Shu Hu, Yiming Ying, Xin Wang, Siwei Lyu

* Accepted by Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) 

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A Survey of Deep Active Learning

Aug 30, 2020
Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang


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Crossing-Domain Generative Adversarial Networks for Unsupervised Multi-Domain Image-to-Image Translation

Aug 27, 2020
Xuewen Yang, Dongliang Xie, Xin Wang

* accepted in proceedings of ACM Multimedia 2018 

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Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment

Aug 22, 2020
Geeticka Chauhan, Ruizhi Liao, William Wells, Jacob Andreas, Xin Wang, Seth Berkowitz, Steven Horng, Peter Szolovits, Polina Golland

* The two first authors contributed equally. To be published in the proceedings of MICCAI 2020 

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Learning Tuple Compatibility for Conditional OutfitRecommendation

Aug 18, 2020
Xuewen Yang, Dongliang Xie, Xin Wang, Jiangbo Yuan, Wanying Ding, Pengyun Yan

* ACM Multimedia 2020 

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Deep Learning to Quantify Pulmonary Edema in Chest Radiographs

Aug 13, 2020
Steven Horng, Ruizhi Liao, Xin Wang, Sandeep Dalal, Polina Golland, Seth J Berkowitz

* The two first authors contributed equally 

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Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards

Aug 06, 2020
Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan, Dongliang Xie, Jue Wang, Xin Wang

* In proceedings of ECCV 2020 

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Deep Visual Odometry with Adaptive Memory

Aug 02, 2020
Fei Xue, Xin Wang, Junqiu Wang, Hongbin Zha

* accepted to TPAMI and an extension of CVPR oral paper: Beyond Tracking: Selecting Memeory and Refining Poses for Deep Visual Ododmetry. arXiv admin note: substantial text overlap with arXiv:1904.01892 

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A SLAM Map Restoration Algorithm Based on Submaps and an Undirected Connected Graph

Jul 29, 2020
Zongqian Zhan, Wenjie Jian, Yihui Li, Xin Wang, Yang Yue


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Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis

Jul 16, 2020
Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu

* 16 pages, accepted by ECML-PKDD 2020 

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Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals

Jul 12, 2020
Tomi Kinnunen, Héctor Delgado, Nicholas Evans, Kong Aik Lee, Ville Vestman, Andreas Nautsch, Massimiliano Todisco, Xin Wang, Md Sahidullah, Junichi Yamagishi, Douglas A. Reynolds

* Accepted for publication in IEEE/ACM Transactions on Audio, Speech, and Language Processing 

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The curious case of developmental BERTology: On sparsity, transfer learning, generalization and the brain

Jul 07, 2020
Xin Wang

* 9 pages, 5 figures, 1 table 

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Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation

Jul 01, 2020
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang


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Learning Continuous-Time Dynamics by Stochastic Differential Networks

Jun 11, 2020
Yingru Liu, Yucheng Xing, Xuewen Yang, Xin Wang, Di Jin, Jing Shi


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Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs

Jun 08, 2020
Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu

* 11 pages plus 8 pages for appendices, 4 figures 

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Variational Quantum Singular Value Decomposition

Jun 03, 2020
Xin Wang, Zhixin Song, Youle Wang

* 12 pages 

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More Practical and Adaptive Algorithms for Online Quantum State Learning

Jun 01, 2020
Yifang Chen, Xin Wang

* 16 pages 

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