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Yufei Wang

Nanyang Technological University, Singapore

Disentangled Feature Representation for Few-shot Image Classification


Sep 26, 2021
Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, Bihan Wen


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Low-Light Image Enhancement with Normalizing Flow


Sep 13, 2021
Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, Alex C. Kot


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Variational Disentanglement for Domain Generalization


Sep 13, 2021
Yufei Wang, Haoliang Li, Lap-Pui Chau, Alex C. Kot


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Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation


Jul 27, 2021
Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang


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A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image


Jul 22, 2021
Yufei Wang, Yiqing Shen, Meng Yuan, Jing Xu, Bin Yang, Chi Liu, Wenjia Cai, Weijing Cheng, Wei Wang


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Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation


Jul 06, 2021
Yufei Wang, Haoliang Li, Lap-pui Chau, Alex C. Kot

* Accepted by ACM MM, 2021 

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Learning Visible Connectivity Dynamics for Cloth Smoothing


May 21, 2021
Xingyu Lin, Yufei Wang, David Held


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Privacy-Preserving Constrained Domain Generalization for Medical Image Classification


May 14, 2021
Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang


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ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning


Jan 25, 2021
Yufei Wang, Ian D. Wood, Stephen Wan, Mark Johnson

* long paper accepted @ EACL-2021 camera ready version 

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SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation


Nov 14, 2020
Xingyu Lin, Yufei Wang, Jake Olkin, David Held

* Conference on Robot Learning, 2020 

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ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning


Nov 13, 2020
Yufei Wang, Gautham Narayan Narasimhan, Xingyu Lin, Brian Okorn, David Held

* CoRL 2020. The first two authors contributed equally. Project video and code are available at https://sites.google.com/andrew.cmu.edu/roll 

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f-IRL: Inverse Reinforcement Learning via State Marginal Matching


Nov 09, 2020
Tianwei Ni, Harshit Sikchi, Yufei Wang, Tejus Gupta, Lisa Lee, Benjamin Eysenbach

* The first four authors have equal contribution (orders determined by dice rolling), and the last two authors have equal advising. The paper is accepted by Conference on Robot Learning (CoRL) 2020. Project videos and code link are available at https://sites.google.com/view/f-irl/home 

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Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems


Sep 15, 2020
Haoliang Li, Yufei Wang, Xiaofei Xie, Yang Liu, Shiqi Wang, Renjie Wan, Lap-Pui Chau, Alex C. Kot

* First two authors contributed equally 

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Heterogeneous Domain Generalization via Domain Mixup


Sep 11, 2020
Yufei Wang, Haoliang Li, Alex C. Kot


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Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient


Jul 03, 2020
Yufei Wang, Tianwei Ni

* published at 7th ICML Workshop on Automated Machine Learning (2020) 

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Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging


Jun 16, 2020
Ziju Shen, Yufei Wang, Dufan Wu, Xu Yang, Bin Dong


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A game method for improving the interpretability of convolution neural network


Oct 21, 2019
Jinwei Zhao, Qizhou Wang, Fuqiang Zhang, Wanli Qiu, Yufei Wang, Yu Liu, Guo Xie, Weigang Ma, Bin Wang, Xinhong Hei


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UniDual: A Unified Model for Image and Video Understanding


Jun 12, 2019
Yufei Wang, Du Tran, Lorenzo Torresani


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Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning


Jun 11, 2019
Yufei Wang, Ziju Shen, Zichao Long, Bin Dong

* submitted to NeurIPS 2019 

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How to best use Syntax in Semantic Role Labelling


Jun 01, 2019
Yufei Wang, Mark Johnson, Stephen Wan, Yifang Sun, Wei Wang

* ACL-2019 camera ready 

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Beyond Exponentially Discounted Sum: Automatic Learning of Return Function


May 28, 2019
Yufei Wang, Qiwei Ye, Tie-Yan Liu


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Neural Constituency Parsing of Speech Transcripts


Apr 17, 2019
Paria Jamshid Lou, Yufei Wang, Mark Johnson


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How to improve the interpretability of kernel learning


Nov 21, 2018
Jinwei Zhao, Qizhou Wang, Yufei Wang, Xinhong Hei, Yu Liu, Zhenghao Shi

* arXiv admin note: text overlap with arXiv:1811.07747 

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How far from automatically interpreting deep learning


Nov 19, 2018
Jinwei Zhao, Qizhou Wang, Yufei Wang, Xinhong Hei, Yu Liu


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Deep Reinforcement Learning for Green Security Games with Real-Time Information


Nov 06, 2018
Yufei Wang, Zheyuan Ryan Shi, Lantao Yu, Yi Wu, Rohit Singh, Lucas Joppa, Fei Fang


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Concept Mask: Large-Scale Segmentation from Semantic Concepts


Aug 18, 2018
Yufei Wang, Zhe Lin, Xiaohui Shen, Jianming Zhang, Scott Cohen

* Accepted to ECCV18 

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Recognizing and Curating Photo Albums via Event-Specific Image Importance


Jul 19, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Radomir Mech, Gavin Miller, Garrison W. Cottrell

* Accepted as oral in BMVC 2017 

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Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition


Apr 23, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell

* Accepted by CVPR 2017 

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