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Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy


Dec 08, 2022
Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Hong Meng Tan, Khin Mi Mi Aung

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TPA-Net: Generate A Dataset for Text to Physics-based Animation


Nov 25, 2022
Yuxing Qiu, Feng Gao, Minchen Li, Govind Thattai, Yin Yang, Chenfanfu Jiang

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DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling


Oct 19, 2022
Jianxin Wei, Ergute Bao, Xiaokui Xiao, Yin Yang

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* Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security (CCS '22) 
* A short version of this paper will appear in CCS 2022 

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A Unifying Multi-sampling-ratio CS-MRI Framework With Two-grid-cycle Correction and Geometric Prior Distillation


May 14, 2022
Xiaohong Fan, Yin Yang, Ke Chen, Jianping Zhang, Ke Dong

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* 12 pages 

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Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction


Feb 02, 2022
Jiawei Lu, He Wang, Tianjia Shao, Yin Yang, Kun Zhou

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AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars


Nov 15, 2021
Bo Lyu, Shengbo Wang, Shiping Wen, Kaibo Shi, Yin Yang, Tingwen Huang

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YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs


Oct 26, 2021
Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett

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* To appear in WACV 2022 

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Unsupervised Image Generation with Infinite Generative Adversarial Networks


Aug 18, 2021
Hui Ying, He Wang, Tianjia Shao, Yin Yang, Kun Zhou

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* 18 pages, 11 figures 

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Deep Geometric Distillation Network for Compressive Sensing MRI


Jul 11, 2021
Xiaohong Fan, Yin Yang, Jianping Zhang

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* Accepted by IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021 (Oral) 

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Training Massive Deep Neural Networks in a Smart Contract: A New Hope


Jun 28, 2021
Yin Yang

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