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MUSE: Multi-faceted Attention for Signed Network Embedding

Apr 29, 2021
Dengcheng Yan, Youwen Zhang, Wei Li, Yiwen Zhang

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Multi-scale PIIFD for Registration of Multi-source Remote Sensing Images

Apr 26, 2021
Chenzhong Gao, Wei Li

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ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point Completion

Apr 23, 2021
Yaqi Xia, Yan Xia, Wei Li, Rui Song, Kailang Cao, Uwe Stilla

* This work achieves the 1st place in the leaderboard of Completion3D 

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Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning

Apr 21, 2021
Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng

* SIGIR 2021 Full Paper 

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Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning

Apr 15, 2021
Lei Zhang, Wei Bai, Wei Li, Shiming Xia, Qibin Zheng

* 12 pages, 2 figures, 3 tables. arXiv admin note: substantial text overlap with arXiv:2007.04614 

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Morpho-evolution with learning using a controller archive as an inheritance mechanism

Apr 09, 2021
Léni K. Le Goff, Edgar Buchanan, Emma Hart, Agoston E. Eiben, Wei Li, Matteo De Carlo, Alan F. Winfield, Matthew F. Hale, Robert Woolley, Mike Angus, Jon Timmis, Andy M. Tyrrell

* 14 pages including 2 pages of supplementary materials, 14 figures, 1 table. Currently under review for the special issue of IEEE TCDS on Towards autonomous evolution, (re)production and learning in robotic eco-systems. 

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Adaptive Surface Normal Constraint for Depth Estimation

Mar 29, 2021
Xiaoxiao Long, Cheng Lin, Lingjie Liu, Wei Li, Christian Theobalt, Ruigang Yang, Wenping Wang

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Dynamic Domain Adaptation for Efficient Inference

Mar 26, 2021
Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li

* Accepted by CVPR 2021 

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Transferable Semantic Augmentation for Domain Adaptation

Mar 23, 2021
Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Wei Li

* Accepted as CVPR 2021. The code is publicly available at 

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Learning Word-Level Confidence For Subword End-to-End ASR

Mar 11, 2021
David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw

* To appear in ICASSP 2021 

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Path-specific Underwater Acoustic Channel Tracking and its Application in Passive Time Reversal Mirror

Mar 01, 2021
Xiuqing Li, Wei Li, Xinlin Yi, Qihang Huang, Yuhang Wang, Chenzhe Ye

* Submitted to IEEE Journal of Oceanic Engineering 

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Dynamic Underwater Acoustic Channel Tracking for Correlated Rapidly Time-varying Channels

Mar 01, 2021
Qihang Huang, Wei Li, Weicheng Zhan, Yuhang Wang, Rongrong Guo

* Submitted to IEEE Access 

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Do Transformer Modifications Transfer Across Implementations and Applications?

Feb 23, 2021
Sharan Narang, Hyung Won Chung, Yi Tay, William Fedus, Thibault Fevry, Michael Matena, Karishma Malkan, Noah Fiedel, Noam Shazeer, Zhenzhong Lan, Yanqi Zhou, Wei Li, Nan Ding, Jake Marcus, Adam Roberts, Colin Raffel

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Singer Identification Using Deep Timbre Feature Learning with KNN-Net

Feb 20, 2021
Xulong Zhang, Jiale Qian, Yi Yu, Yifu Sun, Wei Li

* Published as a conference paper at ICASSP 2021 

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Frequency-Temporal Attention Network for Singing Melody Extraction

Feb 19, 2021
Shuai Yu, Xiaoheng Sun, Yi Yu, Wei Li

* This paper has been accepted by ICASSP 2021 

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LEAD: LiDAR Extender for Autonomous Driving

Feb 16, 2021
Jianing Zhang, Wei Li, Honggang Gou, Lu Fang, Ruigang Yang

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Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex Optimization

Jan 17, 2021
Wei Tao, Wei Li, Zhisong Pan, Qing Tao

* 11 pages, 12 figures 

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UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning

Dec 31, 2020
Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang

* 11 pages 

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Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network

Dec 25, 2020
Ruixuan Luo, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun

* Accepted by AAAI RSEML 2021 workshop 

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CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth

Dec 18, 2020
Xingxing Zuo, Nathaniel Merrill, Wei Li, Yong Liu, Marc Pollefeys, Guoquan Huang

* 6 Figures 

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Decoupled Self Attention for Accurate One Stage Object Detection

Dec 15, 2020
Kehe WU, Zuge Chen, Qi MA, Xiaoliang Zhang, Wei Li

* 15 pages, 5 figures 

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Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks

Dec 01, 2020
Xiaoxiao Long, Lingjie Liu, Wei Li, Christian Theobalt, Wenping Wang

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Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation

Nov 19, 2020
Xinge Zhu, Hui Zhou, Tai Wang, Fangzhou Hong, Yuexin Ma, Wei Li, Hongsheng Li, Dahua Lin

* This work achieves the 1st place in the leaderboard of SemanticKITTI (until CVPR DDL) and based on this work, we also achieve the 1st place in the leaderboard of SemanticKITTI panoptic segmentation; Code at 

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SMOT: Single-Shot Multi Object Tracking

Oct 30, 2020
Wei Li, Yuanjun Xiong, Shuo Yang, Siqi Deng, Wei Xia

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Hidden Markov Models for Pipeline Damage Detection Using Piezoelectric Transducers

Sep 30, 2020
Mingchi Zhang, Xuemin Chen, Wei Li

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VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition

Sep 09, 2020
Quan Wang, Ignacio Lopez Moreno, Mert Saglam, Kevin Wilson, Alan Chiao, Renjie Liu, Yanzhang He, Wei Li, Jason Pelecanos, Marily Nika, Alexander Gruenstein

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Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition

Sep 02, 2020
Wei Li, James Qin, Chung-Cheng Chiu, Ruoming Pang, Yanzhang He

* Proceedings of Interspeech, 2020 

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Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification

Aug 30, 2020
Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Hairong Qi

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