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Hong Liu

School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, USA

SP-SEDT: Self-supervised Pre-training for Sound Event Detection Transformer


Nov 30, 2021
Zhirong Ye, Xiangdong Wang, Hong Liu, Yueliang Qian, Rui Tao, Long Yan, Kazushige Ouchi


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MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation


Nov 24, 2021
Wenhao Li, Hong Liu, Hao Tang, Pichao Wang, Luc Van Gool

* open sourced 

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Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge Labels


Oct 29, 2021
Nobukatsu Kajiura, Hong Liu, Shin'ichi Satoh

* Accepted to ACM Multimedia Asia 2021 

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Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling


Oct 25, 2021
Bei Yang, Ke Liu, Xiaoxiao Xu, Renjun Xu, Hong Liu, Huan Xu

* during peer review 

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Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event Detection


Oct 18, 2021
Zhirong Ye, Xiangdong Wang, Hong Liu, Yueliang Qian, Rui Tao, Long Yan, Kazushige Ouchi


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Self-supervised Learning is More Robust to Dataset Imbalance


Oct 11, 2021
Hong Liu, Jeff Z. HaoChen, Adrien Gaidon, Tengyu Ma


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Interest-oriented Universal User Representation via Contrastive Learning


Sep 18, 2021
Qinghui Sun, Jie Gu, Bei Yang, XiaoXiao Xu, Renjun Xu, Shangde Gao, Hong Liu, Huan Xu

* 8 pages, during peer review 

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Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems


Sep 09, 2021
Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng


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Efficient Transformer for Single Image Super-Resolution


Aug 25, 2021
Zhisheng Lu, Hong Liu, Juncheng Li, Linlin Zhang


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Towards Robustness Against Natural Language Word Substitutions


Jul 28, 2021
Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu

* Conference paper ICLR 2021 

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Recent advances and clinical applications of deep learning in medical image analysis


May 27, 2021
Xuxin Chen, Ximin Wang, Ke Zhang, Roy Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu


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Weakly-supervised Cross-view 3D Human Pose Estimation


May 23, 2021
Guoliang Hua, Wenhao Li, Qian Zhang, Runwei Ding, Hong Liu


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Towards Novel Target Discovery Through Open-Set Domain Adaptation


May 06, 2021
Taotao Jing, Hong Liu, Zhengming Ding


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Black-Box Dissector: Towards Erasing-based Hard-Label Model Stealing Attack


May 03, 2021
Yixu Wang, Jie Li, Hong Liu, Yongjian Wu, Rongrong Ji


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Lifting Transformer for 3D Human Pose Estimation in Video


Apr 16, 2021
Wenhao Li, Hong Liu, Runwei Ding, Mengyuan Liu, Pichao Wang


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Achieving Domain Generalization in Underwater Object Detection by Image Stylization and Domain Mixup


Apr 06, 2021
Pinhao Song, Linhui Dai, Peipei Yuan, Hong Liu, Runwei Ding

* 9 pages 

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Cycle Self-Training for Domain Adaptation


Mar 05, 2021
Hong Liu, Jianmin Wang, Mingsheng Long


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Multi-Scale Cascading Network with Compact Feature Learning for RGB-Infrared Person Re-Identification


Dec 12, 2020
Can Zhang, Hong Liu, Wei Guo, Mang Ye

* 8 pages, 5 figures, ICPR2020 conference 

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Meta-learning Transferable Representations with a Single Target Domain


Nov 03, 2020
Hong Liu, Jeff Z. HaoChen, Colin Wei, Tengyu Ma


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Applying a random projection algorithm to optimize machine learning model for breast lesion classification


Sep 09, 2020
Morteza Heidari, Sivaramakrishnan Lakshmivarahan, Seyedehnafiseh Mirniaharikandehei, Gopichandh Danala, Sai Kiran R. Maryada, Hong Liu, Bin Zheng

* 11 pages, 6 figures 

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Anti-Bandit Neural Architecture Search for Model Defense


Aug 05, 2020
Hanlin Chen, Baochang Zhang, Song Xue, Xuan Gong, Hong Liu, Rongrong Ji, David Doermann


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Bi-directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification


Jun 05, 2020
Hanrong Ye, Hong Liu, Fanyang Meng, Xia Li

* First Submission: April 2019 

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When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data


May 21, 2020
Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe

* Accepted to TNNLS, an extended version of a paper published in WACV2019. arXiv admin note: substantial text overlap with arXiv:1809.04185 

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