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IPS300+: a Challenging Multimodal Dataset for Intersection Perception System


Jun 05, 2021
Huanan Wang, Xinyu Zhang, Jun Li, Zhiwei Li, Lei Yang, Shuyue Pan, Yongqiang Deng


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Lite-FPN for Keypoint-based Monocular 3D Object Detection


May 01, 2021
Lei Yang, Xinyu Zhang, Li Wang, Minghan Zhu, Jun Li

* 10 pages, 4 figures 

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Refer-it-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images


Mar 17, 2021
Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu, Shuguang Cui

* CVPR 2021, project page: https://unclemedm.github.io/Refer-it-in-RGBD/ 

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The Age of Correlated Features in Supervised Learning based Forecasting


Feb 27, 2021
MD Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, Yin Sun


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Solving the Travelling Thief Problem based on Item Selection Weight and Reverse Order Allocation


Dec 16, 2020
Lei Yang, Zitong Zhang, Xiaotian Jia, Peipei Kang, Wensheng Zhang, Dongya Wang


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Edge Computing Assisted Autonomous Flight for UAV: Synergies between Vision and Communications


Dec 10, 2020
Quan Chen, Hai Zhu, Lei Yang, Xiaoqian Chen, Sofie Pollin, Evgenii Vinogradov


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CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices


Dec 06, 2020
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang

* Accepted by IEEE/ACM Transactions on Networking, Nov. 2020 

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Event Cause Analysis in Distribution Networks using Synchro Waveform Measurements


Aug 25, 2020
Iman Niazazari, Hanif Livani, Amir Ghasemkhani, Yunchuan Liu, Lei Yang

* 5 pages. arXiv admin note: text overlap with arXiv:1903.04486 

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Deep Neural Network based Wide-Area Event Classification in Power Systems


Aug 24, 2020
Iman Niazazari, Amir Ghasemkhani, Yunchuan Liu, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio Centeno

* 6 pages 

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E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI


Aug 04, 2020
Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang

* 13 pages, 9 figures 

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Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes


Jul 19, 2020
Lei Yang, Wenxi Liu, Zhiming Cui, Nenglun Chen, Wenping Wang

* Accepted to ECCV2020 

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Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start


Jul 17, 2020
Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi

* 13 pages 

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Learn to Propagate Reliably on Noisy Affinity Graphs


Jul 17, 2020
Lei Yang, Qingqiu Huang, Huaiyi Huang, Linning Xu, Dahua Lin

* 14 pages, 7 figures, ECCV 2020 

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Learning to Cluster Faces via Confidence and Connectivity Estimation


Apr 03, 2020
Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin

* 8 pages, 6 figures, CVPR 2020 

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Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks


Feb 10, 2020
Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi

* Accepted by DAC'20 

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AntNet: Deep Answer Understanding Network for Natural Reverse QA


Dec 01, 2019
Lei Yang, Qing Yin, Linlin Hou, Jie Gui, Ou Wu, James Kwok


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Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators


Oct 31, 2019
Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi

* 10 pages, 7 figures 

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Hardware/Software Co-Exploration of Neural Architectures


Jul 06, 2019
Weiwen Jiang, Lei Yang, Edwin Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu

* 8 pages 

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The Constrained $L_p$-$L_q$ Basis Pursuit Denoising Problem


Jul 01, 2019
Lei Yang, Xiaojun Chen, Shuhuang Xiang


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SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing


Jun 19, 2019
Haonan Qiu, Chaowei Xiao, Lei Yang, Xinchen Yan, Honglak Lee, Bo Li


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Learning to Cluster Faces on an Affinity Graph


May 05, 2019
Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, Dahua Lin

* 8 pages, 8 figures, CVPR 2019 

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Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning


May 02, 2019
Mohammad Jafari, Vahid Sarfi, Amir Ghasemkhani, Hanif Livani, Lei Yang, Hao Xu

* 5 pages, 6 figures, 2019 IEEE Power & Energy Society General Meeting 

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Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search


Jan 31, 2019
Weiwen Jiang, Xinyi Zhang, Edwin H. -M. Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu

* 6 pages, 8 figures, 1 table, accepted by DAC 

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RPC: A Large-Scale Retail Product Checkout Dataset


Jan 22, 2019
Xiu-Shen Wei, Quan Cui, Lei Yang, Peng Wang, Lingqiao Liu

* Project page: https://rpc-dataset.github.io/ 

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A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters


Sep 12, 2018
Lei Yang, Jia Li, Defeng Sun, Kim-Chuan Toh


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TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation


Aug 25, 2018
Kai Yue, Lei Yang, Ruirui Li, Wei Hu, Fan Zhang, Wei Li

* 40 pages; 16 figures; 6 tables 

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Feature Fusion through Multitask CNN for Large-scale Remote Sensing Image Segmentation


Jul 24, 2018
Shihao Sun, Lei Yang, Wenjie Liu, Ruirui Li


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