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Spatio-temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19


Aug 15, 2021
Shuhui Gong, Xiaopeng Mo, Rui Cao, Yu Liu, Wei Tu, Ruibin Bai

* DeepSpatial '21: 2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (https://cs.emory.edu/~lzhao41/venues/DeepSpatial2021/

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Iterative Self-consistent Parallel Magnetic Resonance Imaging Reconstruction based on Nonlocal Low-Rank Regularization


Aug 10, 2021
Ting Pan, Jizhong Duan, Junfeng Wang, Yu Liu


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Unified Regularity Measures for Sample-wise Learning and Generalization


Aug 09, 2021
Chi Zhang, Xiaoning Ma, Yu Liu, Le Wang, Yuanqi Su, Yuehu Liu

* 20 pages, 13 figures, 3 tables 

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Real-time Keypoints Detection for Autonomous Recovery of the Unmanned Ground Vehicle


Jul 27, 2021
Jie Li, Sheng Zhang, Kai Han, Xia Yuan, Chunxia Zhao, Yu Liu

* IET Image Processing, code: https://github.com/waterljwant/UGV-KPNet 

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Curvature Graph Neural Network


Jun 30, 2021
Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu

* 16 Pages, 9 figures, 4 tables 

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FNAS: Uncertainty-Aware Fast Neural Architecture Search


May 27, 2021
Jihao Liu, Ming Zhang, Yangting Sun, Boxiao Liu, Guanglu Song, Yu Liu, Hongsheng Li


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A Novel Unified Stereo Stimuli based Binocular Eye-Tracking System for Accurate 3D Gaze Estimation


Apr 25, 2021
Sunjing Lin, Yu Liu, Shaochu Wang, Chang Li, Han Wang


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Role-Aware Modeling for N-ary Relational Knowledge Bases


Apr 20, 2021
Yu Liu, Quanming Yao, Yong Li

* WWW2021 

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Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval


Apr 11, 2021
Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

* Accepted by Pattern Recognition 

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Self-supervised Video Representation Learning by Context and Motion Decoupling


Apr 02, 2021
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin

* Accepted by CVPR2021 

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High-efficiency Euclidean-based Models for Low-dimensional Knowledge Graph Embeddings


Mar 27, 2021
Kai Wang, Yu Liu, Quan Z. Sheng

* 7 pages, 3 figures 

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Lifelong Person Re-Identification via Adaptive Knowledge Accumulation


Mar 23, 2021
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

* 10 pages, 5 figures, Accepted by CVPR2021 

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ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation


Feb 26, 2021
Yu Liu, Fan Yang, Dominique Ginhac

* Pattern Recognition Letters, 145 , 118-126, 2021 
* Accepted for publication in Pattern Recognition Letters 

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Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning


Feb 09, 2021
Yu Liu, Lianghua Huang, Pan Pan, Bin Wang, Yinghui Xu, Rong Jin

* Accepted by AAAI2021 

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Deep Image Retrieval: A Survey


Feb 03, 2021
Wei Chen, Yu Liu, Weiping Wang, Erwin Bakker, Theodoros Georgiou, Paul Fieguth, Li Liu, Michael S. Lew

* 20 pages, 11 figures 

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Multi-teacher Knowledge Distillation for Knowledge Graph Completion


Oct 19, 2020
Kai Wang, Yu Liu, Qian Ma, Quan Z. Sheng

* 11 pages, 4 figures 

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On the Exploration of Incremental Learning for Fine-grained Image Retrieval


Oct 15, 2020
Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael Lew

* BMVC2020 

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Commands 4 Autonomous Vehicles (C4AV) Workshop Summary


Sep 18, 2020
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens


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Image Retrieval for Structure-from-Motion via Graph Convolutional Network


Sep 17, 2020
Shen Yan, Yang Pen, Shiming Lai, Yu Liu, Maojun Zhang


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Discriminability Distillation in Group Representation Learning


Sep 01, 2020
Manyuan Zhang, Guanglu Song, Hang Zhou, Yu Liu

* To appear in Proceedings of the European Conference on Computer Vision (ECCV), 2020 

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Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020


Aug 26, 2020
Haisheng Su, Jinyuan Feng, Hao Shao, Zhenyu Jiang, Manyuan Zhang, Wei Wu, Yu Liu, Hongsheng Li, Junjie Yan

* Submitted to CVPR workshop of ActivityNet Challenge 2020 

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Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification


Aug 06, 2020
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

* Accepted by ACM MM 2020 poster. 12 pages, 10 appendixes 

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Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases


Jul 08, 2020
Yu Liu, Quanming Yao, Yong Li

* WWW 2020 

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1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020


Jun 16, 2020
Siyu Chen, Junting Pan, Guanglu Song, Manyuan Zhang, Hao Shao, Ziyi Lin, Jing Shao, Hongsheng Li, Yu Liu

* arXiv admin note: substantial text overlap with arXiv:2006.07976 

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Change Detection in Heterogeneous Optical and SAR Remote Sensing Images via Deep Homogeneous Feature Fusion


Apr 08, 2020
Xiao Jiang, Gang Li, Yu Liu, Xiao-Ping Zhang, You He

* 15 pages, 14 figures, Accepted by IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 

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Anisotropic Convolutional Networks for 3D Semantic Scene Completion


Apr 05, 2020
Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan


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