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Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations


Jan 20, 2021
Tao Wei, Angelica I Aviles-Rivero, Shuo Wang, Yuan Huang, Fiona J Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen

* 10 pages, 5 figures 

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ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection


Sep 15, 2020
Ye Liu, Junsong Yuan, Chang Wen Chen

* Accepted to Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos


Jul 13, 2020
Lifang Wu, Zhou Yang, Qi Wang, Meng Jian, Boxuan Zhao, Junchi Yan, Chang Wen Chen


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From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation


Jun 06, 2019
Yu Liu, Li Deng, Jianshu Chen, Chang Wen Chen


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AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations


Apr 01, 2019
Guo-Jun Qi, Liheng Zhang, Chang Wen Chen, Qi Tian

* http://maple-lab.net/projects/AVT.htm. arXiv admin note: text overlap with arXiv:1901.04596 

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Ontology Based Global and Collective Motion Patterns for Event Classification in Basketball Videos


Mar 19, 2019
Lifang Wu, Zhou Yang, Jiaoyu He, Meng Jian, Yaowen Xu, Dezhong Xu, Chang Wen Chen


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Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images


Aug 21, 2018
Jing Zhang, Yang Cao, Yang Wang, Chenglin Wen, Chang Wen Chen

* 9 pages, 7 figures. To appear in ACM MM 2018 

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DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)


Feb 18, 2018
Shuang Ma, Jianlong Fu, Chang Wen Chen, Tao Mei

* Computer Vision and Pattern Recognition 

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A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment


Apr 02, 2017
Shuang Ma, Jing Liu, Chang Wen Chen


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Modularized Morphing of Neural Networks


Jan 12, 2017
Tao Wei, Changhu Wang, Chang Wen Chen

* 12 pages, 6 figures, Under review as a conference paper at ICLR 2017 

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Storytelling of Photo Stream with Bidirectional Multi-thread Recurrent Neural Network


Jun 02, 2016
Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen


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Network Morphism


Mar 08, 2016
Tao Wei, Changhu Wang, Yong Rui, Chang Wen Chen

* Under review for ICML 2016 

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