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Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network


Oct 08, 2021
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo

* Published as a full paper at SIGIR 2020 

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Fast Density Estimation for Density-based Clustering Methods


Sep 23, 2021
Difei Cheng, Ruihang Xu, Bo Zhang

* 8 pages, 17 figures, 1 table 

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Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection


Sep 19, 2021
Bo Zhang, Tao Chen, Bin Wang, Ruoyao Li

* Accepted for publication by IEEE T-MM, 2021 

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Densely Semantic Enhancement for Domain Adaptive Region-free Detectors


Aug 30, 2021
Bo Zhang, Tao Chen, Bin Wang, Xiaofeng Wu, Liming Zhang, Jiayuan Fan

* Accepted by T-CSVT 

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Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification


Aug 30, 2021
Yike Wu, Bo Zhang, Gang Yu, Weixi Zhang, Bin Wang, Tao Chen, Jiayuan Fan

* Accepted by ACM MM'21 (oral presentation) 

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OPA: Object Placement Assessment Dataset


Jul 05, 2021
Liu Liu, Bo Zhang, Jiangtong Li, Li Niu, Qingyang Liu, Liqing Zhang


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Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning


Jun 30, 2021
You Qiaoben, Chengyang Ying, Xinning Zhou, Hang Su, Jun Zhu, Bo Zhang


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Making Images Real Again: A Comprehensive Survey on Deep Image Composition


Jun 28, 2021
Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, Liqing Zhang


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Stability and Generalization of Bilevel Programming in Hyperparameter Optimization


Jun 08, 2021
Fan Bao, Guoqiang Wu, Chongxuan Li, Jun Zhu, Bo Zhang


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Robust Mutual Learning for Semi-supervised Semantic Segmentation


Jun 01, 2021
Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Fang Wen


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Twins: Revisiting the Design of Spatial Attention in Vision Transformers


May 11, 2021
Xiangxiang Chu, Zhi Tian, Yuqing Wang, Bo Zhang, Haibing Ren, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* Two simple and effective designs of vision transformer, which is on par with the Swin transformer 

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Twins: Revisiting Spatial Attention Design in Vision Transformers


Apr 28, 2021
Xiangxiang Chu, Zhi Tian, Yuqing Wang, Bo Zhang, Haibing Ren, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* Two simple and effective designs of vision transformer, which is on par with the Swin transformer 

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Microshift: An Efficient Image Compression Algorithm for Hardware


Apr 20, 2021
Bo Zhang, Pedro V. Sander, Chi-Ying Tsui, Amine Bermak

* Accepted to IEEE Transactions on Circuits and Systems for Video Technology 

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Let's See Clearly: Contaminant Artifact Removal for Moving Cameras


Apr 18, 2021
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

* 10 pages, 11 figures 

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Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable


Apr 15, 2021
Shuxiao Chen, Bo Zhang

* 67 pages, 9 figures, 6 tables 

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Meaningful Adversarial Stickers for Face Recognition in Physical World


Apr 14, 2021
Ying Guo, Xingxing Wei, Guoqiu Wang, Bo Zhang


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Image Composition Assessment with Saliency-augmented Multi-pattern Pooling


Apr 07, 2021
Bo Zhang, Li Niu, Liqing Zhang


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Style-based Point Generator with Adversarial Rendering for Point Cloud Completion


Mar 26, 2021
Chulin Xie, Chuxin Wang, Bo Zhang, Hao Yang, Dong Chen, Fang Wen

* CVPR 2021 

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MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes


Mar 26, 2021
Zhikai Chen, Lingxi Xie, Shanmin Pang, Yong He, Bo Zhang

* Accepted to CVPR2021 

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Conditional Positional Encodings for Vision Transformers


Mar 18, 2021
Xiangxiang Chu, Zhi Tian, Bo Zhang, Xinlong Wang, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* A general purpose conditional position encoding for vision transformers 

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Learning with Smooth Hinge Losses


Mar 15, 2021
JunRu Luo, Hong Qiao, Bo Zhang


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A Minimax Probability Machine for Non-Decomposable Performance Measures


Mar 15, 2021
Junru Luo, Hong Qiao, Bo Zhang


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Do We Really Need Explicit Position Encodings for Vision Transformers?


Feb 22, 2021
Xiangxiang Chu, Bo Zhang, Zhi Tian, Xiaolin Wei, Huaxia Xia

* A general purpose conditional position encoding for visual transformer 

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Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network


Feb 07, 2021
Ruobing Xie, Qi Liu, Shukai Liu, Ziwei Zhang, Peng Cui, Bo Zhang, Leyu Lin

* 11 pages, under review 

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Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation


Jan 28, 2021
Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang, Fang Wen


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Full-Resolution Correspondence Learning for Image Translation


Dec 03, 2020
Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, Fang Wen

* 24 pages, 21 figures 

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