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Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout


Nov 28, 2022
Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Xuan Song

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A Study on Representation Transfer for Few-Shot Learning


Sep 05, 2022
Chun-Nam Yu, Yi Xie

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* 13 pages, 1 figure 

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RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN


Aug 22, 2022
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan

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* European Conference on Computer Vision (ECCV 2022) 
* Code is available at https://github.com/huyvnphan/ECCV2022-RIBAC 

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PowerFDNet: Deep Learning-Based Stealthy False Data Injection Attack Detection for AC-model Transmission Systems


Jul 15, 2022
Xuefei Yin, Yanming Zhu, Yi Xie, Jiankun Hu

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Compute Cost Amortized Transformer for Streaming ASR


Jul 05, 2022
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel

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CHIP: CHannel Independence-based Pruning for Compact Neural Networks


Oct 26, 2021
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman Zonouz, Bo Yuan

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* This paper is accepted by NeurIPS 2021. Key words: Model Compression, Filter Pruning, CNN, Channel Pruning, Deep Learning 

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GiT: Graph Interactive Transformer for Vehicle Re-identification


Jul 12, 2021
Fei Shen, Yi Xie, Jianqing Zhu, Xiaobin Zhu, Huanqiang Zeng

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Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey


May 13, 2021
Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang

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A Competitive Method to VIPriors Object Detection Challenge


Apr 19, 2021
Fei Shen, Xin He, Mengwan Wei, Yi Xie

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Noise Injection-based Regularization for Point Cloud Processing


Mar 28, 2021
Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan

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