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Backdoor Attack and Defense for Deep Regression


Sep 06, 2021
Xi Li, George Kesidis, David J. Miller, Vladimir Lucic


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Robust and Active Learning for Deep Neural Network Regression


Jul 28, 2021
Xi Li, George Kesidis, David J. Miller, Maxime Bergeron, Ryan Ferguson, Vladimir Lucic


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A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets


Jul 16, 2021
Muhammed Muzammul, Xi Li


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Multitask Identity-Aware Image Steganography via Minimax Optimization


Jul 13, 2021
Jiabao Cui, Pengyi Zhang, Songyuan Li, Liangli Zheng, Cuizhu Bao, Jupeng Xia, Xi Li

* Accepted to Transaction of Image Processing 

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When Video Classification Meets Incremental Classes


Jun 30, 2021
Hanbin Zhao, Xin Qin, Shihao Su, Zibo Lin, Xi Li


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Progressive Class-based Expansion Learning For Image Classification


Jun 28, 2021
Hui Wang, Hanbin Zhao, Xi Li

* Accepted to Journal of IEEE Signal Processing Letters 

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Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation


Jun 06, 2021
Qianren Mao, Xi Li, Hao Peng, Bang Liu, Shu Guo, Jianxin Li, Lihong Wang, Philip S. Yu


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VersatileGait: A Large-Scale Synthetic Gait Dataset Towards in-the-Wild Simulation


Jun 01, 2021
Pengyi Zhang, Huanzhang Dou, Wenhu Zhang, Yuhan Zhao, Songyuan Li, Zequn Qin, Xi Li

* We should have updated 2101.01394 but we did a new submission 

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Automated Timeline Length Selection for Flexible Timeline Summarization


May 29, 2021
Xi Li, Qianren Mao, Hao Peng, Hongdong Zhu, Jianxin Li, Zheng Wang


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A BIC based Mixture Model Defense against Data Poisoning Attacks on Classifiers


May 28, 2021
Xi Li, David J. Miller, Zhen Xiang, George Kesidis


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Recent Advances and Trends in Multimodal Deep Learning: A Review


May 24, 2021
Jabeen Summaira, Xi Li, Amin Muhammad Shoib, Songyuan Li, Jabbar Abdul


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Video Frame Interpolation via Structure-Motion based Iterative Fusion


May 11, 2021
Xi Li, Meng Cao, Yingying Tang, Scott Johnston, Zhendong Hong, Huimin Ma, Jiulong Shan

* 4 pages, 3 figures 

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Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion


Mar 22, 2021
Peng Sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li

* Accepted by CVPR2021, Oral 

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PcmNet: Position-Sensitive Context Modeling Network for Temporal Action Localization


Mar 09, 2021
Xin Qin, Hanbin Zhao, Guangchen Lin, Hao Zeng, Songcen Xu, Xi Li


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Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning


Mar 04, 2021
Hui Wang, Jian Tian, Songyuan Li, Hanbin Zhao, Qi Tian, Fei Wu, Xi Li


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VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios


Jan 05, 2021
Huanzhang Dou, Wenhu Zhang, Pengyi Zhang, Yuhan Zhao, Songyuan Li, Zequn Qin, Fei Wu, Lin Dong, Xi Li


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FcaNet: Frequency Channel Attention Networks


Dec 23, 2020
Zequn Qin, Pengyi Zhang, Fei Wu, Xi Li


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Learning to Generate Content-Aware Dynamic Detectors


Dec 08, 2020
Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xi Li, Xian-sheng Hua

* 10 pages, 7 figures 

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TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection


Aug 12, 2020
Fangfang Wang, Yifeng Chen, Fei Wu, Xi Li

* Accepted to ACM MM 2020 

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Memory Efficient Class-Incremental Learning for Image Classification


Aug 04, 2020
Hanbin Zhao, Hui Wang, Yongjian Fu, Fei Wu, Xi Li


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What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning


Jul 24, 2020
Hanbin Zhao, Hao Zeng, Xin Qin, Yongjian Fu, Hui Wang, Bourahla Omar, Xi Li


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A Multi-Semantic Metapath Model for Large Scale Heterogeneous Network Representation Learning


Jul 19, 2020
Xuandong Zhao, Jinbao Xue, Jin Yu, Xi Li, Hongxia Yang

* Part of this work was carried out while the first author interned at Alibaba 

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Multitask Non-Autoregressive Model for Human Motion Prediction


Jul 13, 2020
Bin Li, Jian Tian, Zhongfei Zhang, Hailin Feng, Xi Li


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Few-Shot Class-Incremental Learning via Feature Space Composition


Jun 28, 2020
Hanbin Zhao, Yongjian Fu, Xuewei Li, Songyuan Li, Bourahla Omar, Xi Li


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Epoch-evolving Gaussian Process Guided Learning


Jun 25, 2020
Jiabao Cui, Xuewei Li, Bin Li, Hanbin Zhao, Bourahla Omar, Xi Li


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ResKD: Residual-Guided Knowledge Distillation


Jun 09, 2020
Xuewei Li, Songyuan Li, Bourahla Omar, Xi Li


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A Survey on Generative Adversarial Networks: Variants, Applications, and Training


Jun 09, 2020
Abdul Jabbar, Xi Li, Bourahla Omar


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