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PP-YOLO: An Effective and Efficient Implementation of Object Detector

Aug 03, 2020
Xiang Long, Kaipeng Deng, Guanzhong Wang, Yang Zhang, Qingqing Dang, Yuan Gao, Hui Shen, Jianguo Ren, Shumin Han, Errui Ding, Shilei Wen


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Label-Leaks: Membership Inference Attack with Label

Jul 30, 2020
Zheng Li, Yang Zhang


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The Lottery Ticket Hypothesis for Pre-trained BERT Networks

Jul 23, 2020
Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin


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Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach

Jul 19, 2020
Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain

* IEEE Internet of Things Journal 

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Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks

Jul 13, 2020
Junyan Wu, Hao Jiang, Xiaowei Ding, Anudeep Konda, Jin Han, Yang Zhang, Qian Li


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Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning

Jul 07, 2020
Kevin Shen Hoong Ong, Yang Zhang, Dusit Niyato

* 5 pages, 2 figures, accepted in IEEE VTC-Fall 2019 

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Modality-Agnostic Attention Fusion for visual search with text feedback

Jun 30, 2020
Eric Dodds, Jack Culpepper, Simao Herdade, Yang Zhang, Kofi Boakye

* 14 pages, 8 figures 

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Affinity Fusion Graph-based Framework for Natural Image Segmentation

Jun 27, 2020
Yang Zhang, Moyun Liu, Jingwu He, Fei Pan, Yanwen Guo

* 11 pages, 10 figures 

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Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation

Jun 23, 2020
Yixin Wang, Yao Zhang, Yang Liu, Jiang Tian, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He

* 9 pages 

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FA-GANs: Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces

Jun 06, 2020
Jingwu He, Chuan Wang, Yang Zhang, Jie Guo, Yanwen Guo

* 10 pages, 8 figures 

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BadNL: Backdoor Attacks Against NLP Models

Jun 01, 2020
Xiaoyi Chen, Ahmed Salem, Michael Backes, Shiqing Ma, Yang Zhang


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When Machine Unlearning Jeopardizes Privacy

May 05, 2020
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang


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Stealing Links from Graph Neural Networks

May 05, 2020
Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang


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Unsupervised Speech Decomposition via Triple Information Bottleneck

May 04, 2020
Kaizhi Qian, Yang Zhang, Shiyu Chang, David Cox, Mark Hasegawa-Johnson


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A New Data Normalization Method to Improve Dialogue Generation by Minimizing Long Tail Effect

May 04, 2020
Zhiqiang Zhan, Zifeng Hou, Yang Zhang


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Improved YOLOv3 Object Classification in Intelligent Transportation System

Apr 08, 2020
Yang Zhang, Changhui Hu, Xiaobo Lu


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Adaptive Multiscale Illumination-Invariant Feature Representation for Undersampled Face Recognition

Apr 07, 2020
Yang Zhang, Changhui Hu, Xiaobo Lu


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Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

Apr 07, 2020
Yang Zhang, Changhui Hu, Xiaobo Lu


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PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

Mar 31, 2020
Yang Zhang, Zixiang Zhou, Philip David, Xiangyu Yue, Zerong Xi, Hassan Foroosh

* Accepted by CVPR 2020 

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Invariant Rationalization

Mar 22, 2020
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola

* 10 pages 

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Copy and Paste GAN: Face Hallucination from Shaded Thumbnails

Mar 19, 2020
Yang Zhang, Ivor Tsang, Yawei Luo, Changhui Hu, Xiaobo Lu, Xin Yu

* CVPR2020 (oral) preprint 

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Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA

Mar 09, 2020
Xianpei Han, Zhichun Wang, Jiangtao Zhang, Qinghua Wen, Wenqi Li, Buzhou Tang, Qi Wang, Zhifan Feng, Yang Zhang, Yajuan Lu, Haitao Wang, Wenliang Chen, Hao Shao, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang, Kezun Zhang, Meng Wang, Yinlin Jiang, Guilin Qi, Lei Zou, Sen Hu, Minhao Zhang, Yinnian Lin

* 21 pages, in Chinese, 9 figures and 17 tables, CCKS 2019 held an evaluation track about knowledge graph with 6 tasks and attracted more than 1,600 teams 

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Dynamic Backdoor Attacks Against Machine Learning Models

Mar 07, 2020
Ahmed Salem, Rui Wen, Michael Backes, Shiqing Ma, Yang Zhang


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