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Deep Online Correction for Monocular Visual Odometry


Mar 18, 2021
Jiaxin Zhang, Wei Sui, Xinggang Wang, Wenming Meng, Hongmei Zhu, Qian Zhang

* Accepted at 2021 IEEE International Conference on Robotics and Automation (ICRA) 

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Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective


Feb 01, 2021
Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang

* ICLR 2021 

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Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray


Dec 31, 2020
Yixuan Sun, Chengyao Li, Qian Zhang, Aimin Zhou, Guixu Zhang

* 19 pages, 5 figures, 3 tables 

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Matrix optimization based Euclidean embedding with outliers


Dec 23, 2020
Qian Zhang, Xinyuan Zhao, Chao Ding

* 29 pages 

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ResizeMix: Mixing Data with Preserved Object Information and True Labels


Dec 21, 2020
Jie Qin, Jiemin Fang, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang


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Predicting seasonal influenza using supermarket retail records


Dec 17, 2020
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani

* 17 pages, 2 figures, 4 tables (1 in appendix), 1 algorithm, submitted to PLOS Computational Biology 

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Causality-Aware Neighborhood Methods for Recommender Systems


Dec 17, 2020
Masahiro Sato, Sho Takemori, Janmajay Singh, Qian Zhang

* accepted at ECIR 2021 

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On Efficient and Robust Metrics for RANSAC Hypotheses and 3D Rigid Registration


Nov 10, 2020
Jiaqi Yang, Zhiqiang Huang, Siwen Quan, Qian Zhang, Yanning Zhang, Zhiguo Cao


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Kernel Two-Dimensional Ridge Regression for Subspace Clustering


Nov 03, 2020
Chong Peng, Qian Zhang, Zhao Kang, Chenglizhao Chen, Qiang Cheng

* accepted to Pattern Recognition 

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Transformer Transducer: One Model Unifying Streaming and Non-streaming Speech Recognition


Oct 07, 2020
Anshuman Tripathi, Jaeyoung Kim, Qian Zhang, Han Lu, Hasim Sak


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Deep Momentum Uncertainty Hashing


Sep 17, 2020
Chaoyou Fu, Guoli Wang, Xiang Wu, Qian Zhang, Ran He


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AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation


Aug 16, 2020
Xinyu Gong, Wuyang Chen, Yifan Jiang, Ye Yuan, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang


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Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation


Aug 13, 2020
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan

* Accepted to Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos


Jul 16, 2020
Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang

* MICCAI 2020 

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Support Union Recovery in Meta Learning of Gaussian Graphical Models


Jun 22, 2020
Qian Zhang, Yilin Zheng, Jean Honorio


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FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search


Jun 21, 2020
Jiemin Fang, Yuzhu Sun, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang

* arXiv admin note: substantial text overlap with arXiv:2001.02525 

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Boundary Guidance Hierarchical Network for Real-Time Tongue Segmentation


Mar 14, 2020
Xinyi Zeng, Qian Zhang, Jia Chen, Guixu Zhang, Aimin Zhou, Yiqin Wang

* 10 pages, 8 figures 

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Active Lighting Recurrence by Parallel Lighting Analogy for Fine-Grained Change Detection


Feb 22, 2020
Qian Zhang, Wei Feng, Liang Wan, Fei-Peng Tian, Xiaowei Wang, Ping Tan


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Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss


Feb 14, 2020
Qian Zhang, Han Lu, Hasim Sak, Anshuman Tripathi, Erik McDermott, Stephen Koo, Shankar Kumar

* This is the final version of the paper submitted to the ICASSP 2020 on Oct 21, 2019 

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FasterSeg: Searching for Faster Real-time Semantic Segmentation


Jan 16, 2020
Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

* ICLR 2020 accepted 

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CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description


Jan 12, 2020
Deyu Yin, Qian Zhang, Jingbin Liu, Xinlian Liang, Yunsheng Wang, Jyri Maanpää, Hao Ma, Juha Hyyppä, Ruizhi Chen

* 11 pages 

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Fast Neural Network Adaptation via Parameter Remapping and Architecture Search


Jan 08, 2020
Jiemin Fang, Yuzhu Sun, Kangjian Peng, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang

* Accepted by ICLR 2020 

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AugFPN: Improving Multi-scale Feature Learning for Object Detection


Dec 11, 2019
Chaoxu Guo, Bin Fan, Qian Zhang, Shiming Xiang, Chunhong Pan


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Learning Motion Priors for Efficient Video Object Detection


Nov 13, 2019
Zhengkai Jiang, Yu Liu, Ceyuan Yang, Jihao Liu, Qian Zhang, Shiming Xiang, Chunhong Pan


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VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition


Oct 24, 2019
Mengjia Yan, Mengao Zhao, Zining Xu, Qian Zhang, Guoli Wang, Zhizhong Su

* 8 pages,2 figures. In Proceedings of the IEEE International Conference on Computer Vision Workshop, 2019 

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