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Nowhere to Hide: A Lightweight Unsupervised Detector against Adversarial Examples


Oct 16, 2022
Hui Liu, Bo Zhao, Kehuan Zhang, Peng Liu

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OmDet: Language-Aware Object Detection with Large-scale Vision-Language Multi-dataset Pre-training


Sep 10, 2022
Tiancheng Zhao, Peng Liu, Xiaopeng Lu, Kyusong Lee

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Gradient-Based Meta-Learning Using Uncertainty to Weigh Loss for Few-Shot Learning


Aug 17, 2022
Lin Ding, Peng Liu, Wenfeng Shen, Weijia Lu, Shengbo Chen

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KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation


Aug 10, 2022
Kangqing Ye, Peng Liu, Qin Zhou, Guoyan Zheng

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Learning-based Autonomous Channel Access in the Presence of Hidden Terminals


Jul 07, 2022
Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jiajun Luo, Deniz Gunduz

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* Keywords: multiple channel access, hidden terminal, multi-agent deep reinforcement learning, Wi-Fi, proximal policy optimization 

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Efficient Joint DOA and TOA Estimation for Indoor Positioning with 5G Picocell Base Stations


Jun 20, 2022
Mengguan Pan, Peng Liu, Shengheng Liu, Wangdong Qi, Yongming Huang, Xiaohu You, Xinghua Jia, Xiaodong Li

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* 18 pages, 16 figures 

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Toward the smooth mesh climbing of a miniature robot using bioinspired soft and expandable claws


Jun 15, 2022
Hong Wang, Peng Liu, Phuoc Thanh Tran Ngoc, Bing Li, Yao Li, Hirotaka Sato

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Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification


May 24, 2022
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu

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Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters


May 19, 2022
Yang Xiang, Zhihua Wu, Weibao Gong, Siyu Ding, Xianjie Mo, Yuang Liu, Shuohuan Wang, Peng Liu, Yongshuai Hou, Long Li, Bin Wang, Shaohuai Shi, Yaqian Han, Yue Yu, Ge Li, Yu Sun, Yanjun Ma, Dianhai Yu

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* 20 pages, 10 figures, technical report 

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Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation


May 05, 2022
Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla

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* Findings of NAACL 2022 

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