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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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WEmbSim: A Simple yet Effective Metric for Image Captioning

Dec 24, 2020
Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah

* International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2020 
* 7 pages 

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LCEval: Learned Composite Metric for Caption Evaluation

Dec 24, 2020
Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah

* International Journal of Computer Vision (October 2019) 
* 18 pages 

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SubICap: Towards Subword-informed Image Captioning

Dec 24, 2020
Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah

* Workshop on Applications of Computer Vision (WACV), 2021 
* 8 pages 

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Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty

Nov 07, 2020
Camilo Pestana, Wei Liu, David Glance, Ajmal Mian

* Paper Accepted at WACV 2021 

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Towards Dark Jargon Interpretation in Underground Forums

Nov 05, 2020
Dominic Seyler, Wei Liu, XiaoFeng Wang, ChengXiang Zhai


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Defense-friendly Images in Adversarial Attacks: Dataset and Metrics forPerturbation Difficulty

Nov 05, 2020
Camilo Pestana, Wei Liu, David Glance, Ajmal Mian

* Paper Accepted at WACV 2021 

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GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs

Nov 03, 2020
Yunpeng Weng, Xu Chen, Liang Chen, Wei Liu

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies

Oct 26, 2020
Yuehua Zhu, Muli Yang, Cheng Deng, Wei Liu

* Accepted in NeurIPS 2020 as a spotlight paper. Code can be found at https://github.com/YuehuaZhu/ProxyGML 

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Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning

Oct 16, 2020
Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu

* NeurIPS 2018:1582-1592 

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Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis

Oct 16, 2020
Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu

* Accepted at ICDM 2020 

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Attn-HybridNet: Improving Discriminability of Hybrid Features with Attention Fusion

Oct 14, 2020
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu

* Under minor review at IEEE Transactions on Cybernetics 

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Targeted Attention Attack on Deep Learning Models in Road Sign Recognition

Oct 09, 2020
Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, Dacheng Tao

* 11 pages, 4 figures, 7 tables 

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Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network

Sep 12, 2020
Can Li, Lei Bai, Wei Liu, Lina Yao, S Travis Waller

* 10 pages, 6 figures 

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Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding

Sep 03, 2020
Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Wei Liu, Shih-Fu Chang


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Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics

Aug 31, 2020
Jiangliu Wang, Jianbo Jiao, Linchao Bao, Shengfeng He, Wei Liu, Yun-hui Liu

* 14 pages. An extension of our previous work at arXiv:1904.03597 

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Unravelling the Architecture of Membrane Proteins with Conditional Random Fields

Aug 06, 2020
Lior Lukov, Sanjay Chawla, Wei Liu, Brett Church, Gaurav Pandey

* See the originally compiled PDF of this paper at: https://drive.google.com/file/d/1IYF52Wk8m96KIlrQHUVtEBdm0Kw3M40c 

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Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos

Jul 28, 2020
Shaoxiang Chen, Wenhao Jiang, Wei Liu, Yu-Gang Jiang


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Unsupervised Deep Representation Learning for Real-Time Tracking

Jul 22, 2020
Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Wei Liu, Houqiang Li

* Journal version of the CVPR2019 paper "Unsupervised Deep Tracking". Accepted by IJCV. arXiv admin note: text overlap with arXiv:1904.01828 

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Face Super-Resolution Guided by 3D Facial Priors

Jul 18, 2020
Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu

* Accepted as a spotlight paper, European Conference on Computer Vision 2020 (ECCV) 

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Attention-based Residual Speech Portrait Model for Speech to Face Generation

Jul 09, 2020
Jianrong Wang, Xiaosheng Hu, Li Liu, Wei Liu, Mei Yu, Tianyi Xu


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Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning

Jun 23, 2020
Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo


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AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks

Jun 16, 2020
Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu


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GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation

Jun 11, 2020
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun


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DFraud3- Multi-Component Fraud Detection freeof Cold-start

Jun 11, 2020
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun


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TCDesc: Learning Topology Consistent Descriptors

Jun 05, 2020
Honghu Pan, Fanyang Meng, Zhenyu He, Yongsheng Liang, Wei Liu


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