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COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing

Oct 30, 2020
Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St. Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Pal, Joanna Merckx, Eilif B. Muller, Yoshua Bengio


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Dual Attention Model for Citation Recommendation

Oct 29, 2020
Yang Zhang, Qiang Ma


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Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification

Oct 27, 2020
Lantian Li, Yang Zhang, Jiawen Kang, Thomas Fang Zheng, Dong Wang

* Submitted to ICASSP 2021 

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Deep generative factorization for speech signal

Oct 27, 2020
Haoran Sun, Lantian Li, Yunqi Cai, Yang Zhang, Thomas Fang Zheng, Dong Wang

* Submitted to ICASSP 2021 

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Double-Uncertainty Weighted Method for Semi-supervised Learning

Oct 19, 2020
Yixin Wang, Yao Zhang, Jiang Tian, Cheng Zhong, Zhongchao Shi, Yang Zhang, Zhiqiang He

* accepted by MICCAI 2020 

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Modality-Pairing Learning for Brain Tumor Segmentation

Oct 19, 2020
Yixin Wang, Yao Zhang, Feng Hou, Yang Liu, Jiang Tian, Cheng Zhong, Yang Zhang, Zhiqiang He

* 10 pages 

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BioMegatron: Larger Biomedical Domain Language Model

Oct 14, 2020
Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, Mohammad Shoeybi, Raghav Mani

* Accepted for publication at EMNLP 2020 

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BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models

Oct 08, 2020
Ahmed Salem, Yannick Sautter, Michael Backes, Mathias Humbert, Yang Zhang


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Don't Trigger Me! A Triggerless Backdoor Attack Against Deep Neural Networks

Oct 07, 2020
Ahmed Salem, Michael Backes, Yang Zhang


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Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning

Sep 10, 2020
Yang Zou, Zhikun Zhang, Michael Backes, Yang Zhang


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A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset

Aug 27, 2020
Vahid Noroozi, Yang Zhang, Evelina Bakhturina, Tomasz Kornuta

* Accepted to the Workshop on Conversational Systems Towards Mainstream Adoption at KDD 2020 

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CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection

Aug 19, 2020
Shengnan Hu, Yang Zhang, Sumit Laha, Ankit Sharma, Hassan Foroosh


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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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Generating Visually Aligned Sound from Videos

Jul 14, 2020
Peihao Chen, Yang Zhang, Mingkui Tan, Hongdong Xiao, Deng Huang, Chuang Gan

* Published in IEEE Transactions on Image Processing, 2020. Code, pre-trained models and demo video: https://github.com/PeihaoChen/regnet 

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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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