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OOWL500: Overcoming Dataset Collection Bias in the Wild


Aug 24, 2021
Brandon Leung, Chih-Hui Ho, Amir Persekian, David Orozco, Yen Chang, Erik Sandstrom, Bo Liu, Nuno Vasconcelos


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Practical and Secure Federated Recommendation with Personalized Masks


Aug 18, 2021
Liu Yang, Ben Tan, Bo Liu, Vincent W. Zheng, Kai Chen, Qiang Yang

* 18 pages 

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TDM: Trustworthy Decision-Making via Interpretability Enhancement


Aug 13, 2021
Daoming Lyu, Fangkai Yang, Hugh Kwon, Wen Dong, Levent Yilmaz, Bo Liu

* IEEE Transactions on Emerging Topics in Computational Intelligence 0 (2021) 1-12 

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Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform


Jul 30, 2021
Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen


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SCSS-Net: Superpoint Constrained Semi-supervised Segmentation Network for 3D Indoor Scenes


Jul 09, 2021
Shuang Deng, Qiulei Dong, Bo Liu


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Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation


Jul 07, 2021
Shuang Deng, Bo Liu, Qiulei Dong, Zhanyi Hu

* IEEE International Conference on Multimedia and Expo (ICME), 2021 

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Segmenting 3D Hybrid Scenes via Zero-Shot Learning


Jul 04, 2021
Bo Liu, Shuang Deng, Qiulei Dong, Zhanyi Hu

* 7 pages, 3 figures 

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Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training


Jun 17, 2021
Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam

* Published as long oral paper in ACL 2021 

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Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images


Jun 14, 2021
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas

* Accepted in TMI 

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Discovering Multi-Agent Auto-Curricula in Two-Player Zero-Sum Games


Jun 04, 2021
Xidong Feng, Oliver Slumbers, Yaodong Yang, Ziyu Wan, Bo Liu, Stephen McAleer, Ying Wen, Jun Wang

* corresponding to  

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Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition


May 18, 2021
Bo Liu, Qiang Liu, Peter Stone, Animesh Garg, Yuke Zhu, Animashree Anandkumar


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APPL: Adaptive Planner Parameter Learning


May 17, 2021
Xuesu Xiao, Zizhao Wang, Zifan Xu, Bo Liu, Garrett Warnell, Gauraang Dhamankar, Anirudh Nair, Peter Stone

* arXiv admin note: text overlap with arXiv:2011.00400 

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Team Orienteering Coverage Planning with Uncertain Reward


May 08, 2021
Bo Liu, Xuesu Xiao, Peter Stone


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Semi-supervised Long-tailed Recognition using Alternate Sampling


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Nuno Vasconcelos, Gang Hua


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GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos


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Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos


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Sparse Pose Trajectory Completion


May 01, 2021
Bo Liu, Mandar Dixit, Roland Kwitt, Gang Hua, Nuno Vasconcelos


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DP-Image: Differential Privacy for Image Data in Feature Space


Mar 12, 2021
Bo Liu, Ming Ding, Hanyu Xue, Tianqing Zhu, Dayong Ye, Li Song, Wanlei Zhou


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IdentityDP: Differential Private Identification Protection for Face Images


Mar 02, 2021
Yunqian Wen, Li Song, Bo Liu, Ming Ding, Rong Xie


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Spurious Local Minima Are Common for Deep Neural Networks with Piecewise Linear Activations


Feb 25, 2021
Bo Liu


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SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering


Feb 18, 2021
Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu

* ISBI 2021 

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Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks


Feb 17, 2021
Lemeng Wu, Bo Liu, Peter Stone, Qiang Liu


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Discrete Knowledge Graph Embedding based on Discrete Optimization


Jan 13, 2021
Yunqi Li, Shuyuan Xu, Bo Liu, Zuohui Fu, Shuchang Liu, Xu Chen, Yongfeng Zhang

* Accepted at the AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services 

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Towards Playing Full MOBA Games with Deep Reinforcement Learning


Dec 31, 2020
Deheng Ye, Guibin Chen, Wen Zhang, Sheng Chen, Bo Yuan, Bo Liu, Jia Chen, Zhao Liu, Fuhao Qiu, Hongsheng Yu, Yinyuting Yin, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang, Wei Liu

* NeurIPS 2020 

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Motion Control for Mobile Robot Navigation Using Machine Learning: a Survey


Nov 26, 2020
Xuesu Xiao, Bo Liu, Garrett Warnell, Peter Stone


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When Machine Learning Meets Privacy: A Survey and Outlook


Nov 24, 2020
Bo Liu, Ming Ding, Sina Shaham, Wenny Rahayu, Farhad Farokhi, Zihuai Lin

* This work is accepted by ACM Computing Surveys 

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