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Relating Human Perception of Musicality to Prediction in a Predictive Coding Model


Oct 29, 2022
Nikolas McNeal, Jennifer Huang, Aniekan Umoren, Shuqi Dai, Roger Dannenberg, Richard Randall, Tai Sing Lee

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* 5 pages, 5 figures, currently in peer review 

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SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators


Jan 01, 2022
Andrew Luo, Tianqin Li, Wen-Hao Zhang, Tai Sing Lee

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* ICCV 2021. Project page: https://github.com/aluo-x/NeuralRaycaster 

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Recurrent circuits as multi-path ensembles for modeling responses of early visual cortical neurons


Oct 02, 2021
Yimeng Zhang, Harold Rockwell, Ge Huang, Stephen Tsou, Yuanyuan Wei, Tai Sing Lee

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Recurrent Feedback Improves Feedforward Representations in Deep Neural Networks


Dec 22, 2019
Siming Yan, Xuyang Fang, Bowen Xiao, Harold Rockwell, Yimeng Zhang, Tai Sing Lee

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* 10 pages, 5 figures 

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A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction


Jan 25, 2019
Jielin Qiu, Ge Huang, Tai Sing Lee

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* 10 pages 

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Learning to Associate Words and Images Using a Large-scale Graph


May 22, 2017
Heqing Ya, Haonan Sun, Jeffrey Helt, Tai Sing Lee

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* 8 pages, 7 figures, 14th Conference on Computer and Robot Vision 2017 

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Learning Robust Object Recognition Using Composed Scenes from Generative Models


May 22, 2017
Hao Wang, Xingyu Lin, Yimeng Zhang, Tai Sing Lee

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* Accepted by 14th Conference on Computer and Robot Vision 

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Transfer of View-manifold Learning to Similarity Perception of Novel Objects


Mar 31, 2017
Xingyu Lin, Hao Wang, Zhihao Li, Yimeng Zhang, Alan Yuille, Tai Sing Lee

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* Accepted to ICLR2017 

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Predictive Encoding of Contextual Relationships for Perceptual Inference, Interpolation and Prediction


Apr 16, 2015
Mingmin Zhao, Chengxu Zhuang, Yizhou Wang, Tai Sing Lee

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Stochastic Feature Mapping for PAC-Bayes Classification


Apr 16, 2012
Xiong Li, Tai Sing Lee, Yuncai Liu

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* 6 pages, 3 figures 

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