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Estimating and Improving Fairness with Adversarial Learning


Mar 07, 2021
Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada

* 12 pages, 2 figures, 3 tables 

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FedBN: Federated Learning on Non-IID Features via Local Batch Normalization


Feb 15, 2021
Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou

* Accepted at ICLR 2021 

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Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews


Dec 09, 2020
Xiaoxiao Li, Rabah Al-Zaidy, Amy Zhang, Stefan Baral, Le Bao, C. Lee Giles


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MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery


Oct 22, 2020
Xiaoxiao Li, Yangsibo Huang, Binghui Peng, Zhao Song, Kai Li


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Texture Memory-Augmented Deep Patch-Based Image Inpainting


Sep 28, 2020
Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy

* Technical Report 

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Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis


Jul 29, 2020
Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S Duncan

* MICCAI 2020 
* 11 pages, 4 figures 

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Knowledge Distillation Meets Self-Supervision


Jul 13, 2020
Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

* To appear in ECCV 2020. Code is available at: https://github.com/xuguodong03/SSKD 

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Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE


Jun 03, 2020
Juntang Zhuang, Nicha Dvornek, Xiaoxiao Li, Sekhar Tatikonda, Xenophon Papademetris, James Duncan

* ICML2020 

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Visual Perception Model for Rapid and Adaptive Low-light Image Enhancement


May 15, 2020
Xiaoxiao Li, Xiaopeng Guo, Liye Mei, Mingyu Shang, Jie Gao, Maojing Shu, Xiang Wang

* Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file 

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Incremental Learning for End-to-End Automatic Speech Recognition


May 11, 2020
Li Fu, Xiaoxiao Li, Libo Zi

* 5 pages, 2 figures 

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Research on Modeling Units of Transformer Transducer for Mandarin Speech Recognition


Apr 26, 2020
Li Fu, Xiaoxiao Li, Libo Zi

* 5 pages, 3 figures 

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Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification


Feb 02, 2020
Xiaoxiao Li, Joao Saude

* 9 pages, 8 figures 

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Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results


Jan 16, 2020
Xiaoxiao Li, Yufeng Gu, Nicha Dvornek, Lawrence Staib, Pamela Ventola, James S. Duncan

* 12 pagers, 11 figures, preprint submitted to Medical Image Analysis 

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Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI


Oct 15, 2019
Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan

* 10th International Workshop on Machine Learning in Medical Imaging (MLMI 2019) 

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Decision Explanation and Feature Importance for Invertible Networks


Oct 15, 2019
Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan

* ICCVW 2019 
* Correct notations 

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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs


Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

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Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection


Aug 14, 2019
Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James Duncan


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Invertible Network for Classification and Biomarker Selection for ASD


Jul 23, 2019
Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan


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Graph Neural Network for Interpreting Task-fMRI Biomarkers


Jul 12, 2019
Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan

* Medical Image Computing and Computer-Assisted Intervention 2019 

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MMDetection: Open MMLab Detection Toolbox and Benchmark


Jun 17, 2019
Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report of MMDetection. 11 pages 

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Deep Flow-Guided Video Inpainting


May 08, 2019
Rui Xu, Xiaoxiao Li, Bolei Zhou, Chen Change Loy

* cvpr'19 

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Hybrid Task Cascade for Instance Segmentation


Jan 22, 2019
Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report. Winning entry of COCO 2018 Challenge (object detection task) 

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Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery


Dec 14, 2018
Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan

* 13 pages, 7 figures, under review 

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Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging


Nov 08, 2018
Xiaoxiao Li, Vivek Singh, Yifan Wu, Klaus Kirchberg, James Duncan, Ankur Kapoor

* Accepted by NIPS workshop MED-NIPS 2018 

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What evidence does deep learning model use to classify Skin Lesions?


Nov 02, 2018
Junyan Wu, Xiaoxiao Li, Eric Z. Chen, Hongda Jiang, Xu Dong, Ruichen Rong

* 4 pages, submitted to ISBI 2019 

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Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI


Aug 23, 2018
Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan

* 8 pagers, accepted by MICCAI 2018 

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Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation


Mar 14, 2018
Xiaoxiao Li, Chen Change Loy


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