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Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups


Oct 18, 2021
Rafael Poyiadzi, Jie Shen, Stavros Petridis, Yujiang Wang, Maja Pantic


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EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments


Jul 09, 2021
Jacob Donley, Vladimir Tourbabin, Jung-Suk Lee, Mark Broyles, Hao Jiang, Jie Shen, Maja Pantic, Vamsi Krishna Ithapu, Ravish Mehra

* Dataset is available at: https://github.com/facebookresearch/EasyComDataset 

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FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild


Jun 21, 2021
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic

* Code and data will be available on https://github.com/hhj1897/age_estimation 

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Semi-verified Learning from the Crowd with Pairwise Comparisons


Jun 13, 2021
Shiwei Zeng, Jie Shen


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Identity Inference on Blockchain using Graph Neural Network


Apr 14, 2021
Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan

* Under review 

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Sample-Optimal PAC Learning of Halfspaces with Malicious Noise


Feb 11, 2021
Jie Shen


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RoI Tanh-polar Transformer Network for Face Parsing in the Wild


Feb 04, 2021
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic

* Code and data will be available on https://ibug.doc.ic.ac.uk/resources/ibugmask/ 

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On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise


Jan 20, 2021
Jie Shen

* V2 polishes writing and removes less relevant discussions 

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Learning Halfspaces with Pairwise Comparisons: Breaking the Barriers of Query Complexity via Crowd Wisdom


Nov 02, 2020
Shiwei Zeng, Jie Shen


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Lip-reading with Densely Connected Temporal Convolutional Networks


Sep 29, 2020
Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic


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Usability of a Robot's Realistic Facial Expressions and Peripherals in Autistic Children's Therapy


Jul 23, 2020
Jamy Li, Daniel Davison, Bob Schadenberg, Pauline Chevalier, Alyssa Alcorn, Alria Williams, Suncica Petrovic, Snezana Babovic Dimitrijevic, Jie Shen, Liz Pellicano, Vanessa Evers

* 4 pages, 5 figures, 2nd Workshop on Social Robots in Therapy and Care. 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI 2019) 

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M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification


Jul 11, 2020
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Che, Qi Xuan

* 11 pages, 9 figures 

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One-Bit Compressed Sensing via One-Shot Hard Thresholding


Jul 09, 2020
Jie Shen

* Accepted to The Conference on Uncertainty in Artificial Intelligence (UAI) 2020 

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Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation


Jun 16, 2020
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Lin, Maja Pantic


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Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance


Jun 06, 2020
Jie Shen, Chicheng Zhang

* 35 pages 

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Efficient active learning of sparse halfspaces with arbitrary bounded noise


Feb 12, 2020
Chicheng Zhang, Jie Shen, Pranjal Awasthi

* 43 pages, 2 figures 

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Towards Pose-invariant Lip-Reading


Nov 14, 2019
Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic

* 6 pages, 2 figures 

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Shape Constrained Network for Eye Segmentation in the Wild


Oct 11, 2019
Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic

* IEEE Winter Conference on Applications of Computer Vision (WACV 2020) 

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Dynamic Face Video Segmentation via Reinforcement Learning


Jul 02, 2019
Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic


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SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild


Jan 09, 2019
Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Bjorn Schuller, Kam Star, Elnar Hajiyev, Maja Pantic


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Face Mask Extraction in Video Sequence


Jul 24, 2018
Yujiang Wang, Bingnan Luo, Jie Shen, Maja Pantic


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A Tight Bound of Hard Thresholding


Jun 28, 2018
Jie Shen, Ping Li

* Journal of Machine Learning Research 18(208): 1-42, 2018 
* V1 was submitted to COLT 2016. V2 fixes minor flaws, adds extra experiments and discusses time complexity, V3 has been accepted to JMLR 

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Mobile Face Tracking: A Survey and Benchmark


May 24, 2018
Yiming Lin, Jie Shen, Shiyang Cheng, Maja Pantic

* 13 pages, 6 figures 

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A real-time and unsupervised face Re-Identification system for Human-Robot Interaction


Apr 11, 2018
Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic

* Accepted to Pattern Recognition Letters 

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Visual-Only Recognition of Normal, Whispered and Silent Speech


Feb 18, 2018
Stavros Petridis, Jie Shen, Doruk Cetin, Maja Pantic

* Accepted to ICASSP 2018 

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Efficient Online Minimization for Low-Rank Subspace Clustering


Oct 23, 2017
Jie Shen, Ping Li, Huan Xu

* Short version accepted to ICML 2016 

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Object Proposal with Kernelized Partial Ranking


May 18, 2017
Jing Wang, Jie Shen, Ping Li

* Pattern Recognition, 2017 

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Online Optimization for Large-Scale Max-Norm Regularization


May 14, 2016
Jie Shen, Huan Xu, Ping Li

* A conference version appears in NIPS 2014 

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