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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 https://github.com/xinge008/Cylinder3D 

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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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Adversarial Privacy Preserving Graph Embedding against Inference Attack

Aug 30, 2020
Kaiyang Li, Guangchun Luo, Yang Ye, Wei Li, Shihao Ji, Zhipeng Cai


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Transformer based Multilingual document Embedding model

Aug 20, 2020
Wei Li, Brian Mak


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Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor

Aug 14, 2020
Wensheng Cheng, Hao Luo, Wen Yang, Lei Yu, Wei Li


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TEAM: We Need More Powerful Adversarial Examples for DNNs

Aug 10, 2020
Yaguan Qian, Ximin Zhang, Bin Wang, Wei Li, Zhaoquan Gu, Haijiang Wang, Wassim Swaileh

* 14 pages,13 figures 

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DVI: Depth Guided Video Inpainting for Autonomous Driving

Jul 17, 2020
Miao Liao, Feixiang Lu, Dingfu Zhou, Sibo Zhang, Wei Li, Ruigang Yang


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Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network

Jul 16, 2020
Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du

* ISPRS Journal of Photogrammetry and Remote Sensing,167:39-53,2020 

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PerMO: Perceiving More at Once from a Single Image for Autonomous Driving

Jul 16, 2020
Feixiang Lu, Zongdai Liu, Xibin Song, Dingfu Zhou, Wei Li, Hui Miao, Miao Liao, Liangjun Zhang, Bin Zhou, Ruigang Yang, Dinesh Manocha


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Channel Attention based Iterative Residual Learning for Depth Map Super-Resolution

Jun 02, 2020
Xibin Song, Yuchao Dai, Dingfu Zhou, Liu Liu, Wei Li, Hongdng Li, Ruigang Yang

* accepted by Conference on Computer Vision and Pattern Recognition 2020 

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BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis

May 31, 2020
Wei Li, Wei Shao, Shaoxiong Ji, Erik Cambria

* 9 pages, 7 figures 

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