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Self-Calibrating Active Binocular Vision via Active Efficient Coding with Deep Autoencoders

Jan 27, 2021
Charles Wilmot, Bertram E. Shi, Jochen Triesch


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AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention

Jan 14, 2021
Congcong Liu, Yuying Chen, Ming Liu, Bertram E. Shi

* 7 pages, 4 figures 

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HGCN-GJS: Hierarchical Graph Convolutional Network with Groupwise Joint Sampling for Trajectory Prediction

Sep 15, 2020
Yuying Chen, Congcong Liu, Bertram E. Shi, Ming Liu

* 8 pages, 5 figures, in submission to conference 

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Multitask Emotion Recognition with Incomplete Labels

Mar 10, 2020
Didan Deng, Zhaokang Chen, Bertram E. Shi

* Accepted by FG2020 

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FAU, Facial Expressions, Valence and Arousal: A Multi-task Solution

Feb 10, 2020
Didan Deng, Zhaokang Chen, Bertram E. Shi

* A technical report to the FG-2020 ABAW Competition 

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GEDDnet: A Network for Gaze Estimation with Dilation and Decomposition

Jan 25, 2020
Zhaokang Chen, Bertram E. Shi


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Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned from Human Gaze

Sep 23, 2019
Yuying Chen, Congcong Liu, Ming Liu, Bertram E. Shi

* 8 pages, 7 figures 

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Appearance-Based Gaze Estimation via Gaze Decomposition and Single Gaze Point Calibration

May 11, 2019
Zhaokang Chen, Bertram E. Shi

* 11 pages, 10 figures 

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Gaze Training by Modulated Dropout Improves Imitation Learning

Apr 17, 2019
Yuying Chen, Congcong Liu, Lei Tai, Ming Liu, Bertram E. Shi

* 8 pages, 5 figures 

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Appearance-Based Gaze Estimation Using Dilated-Convolutions

Mar 18, 2019
Zhaokang Chen, Bertram E. Shi

* 16 pages, 7 figures. To appear in ACCV2018 

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Coupled Recurrent Network (CRN)

Dec 25, 2018
Lin Sun, Kui Jia, Yuejia Shen, Silvio Savarese, Dit Yan Yeung, Bertram E. Shi


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Multimodal Utterance-level Affect Analysis using Visual, Audio and Text Features

May 04, 2018
Didan Deng, Yuqian Zhou, Jimin Pi, Bertram E. Shi

* 5 pages, 1 figure, subject to the 2018 IJCNN challenge on One-Minute Gradual-Emotion Recognition 

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Lattice Long Short-Term Memory for Human Action Recognition

Aug 13, 2017
Lin Sun, Kui Jia, Kevin Chen, Dit Yan Yeung, Bertram E. Shi, Silvio Savarese

* ICCV2017 

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An active efficient coding model of the optokinetic nystagmus

Oct 11, 2016
Chong Zhang, Jochen Triesch, Bertram E. Shi


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Invariant feature extraction from event based stimuli

Jun 21, 2016
Thusitha N. Chandrapala, Bertram E. Shi

* 6 pages 

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Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks

Oct 02, 2015
Lin Sun, Kui Jia, Dit-Yan Yeung, Bertram E. Shi


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Intrinsically Motivated Learning of Visual Motion Perception and Smooth Pursuit

Feb 25, 2014
Chong Zhang, Yu Zhao, Jochen Triesch, Bertram E. Shi

* 6 pages, 5 figures 

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