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Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos


Aug 02, 2020
Yanhui Guo, Xi Zhang, Xiaolin Wu

* Proceedings of the 28th ACM International Conference on Multimedia,2020 
* Accepted by Proceedings of the 28th ACM International Conference on Multimedia(ACM MM),2020 

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Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing


Mar 14, 2020
Qiang Li, Xianming Liu, Kaige Han, Cheng Guo, Xiangyang Ji, Xiaolin Wu


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Ultra High Fidelity Image Compression with $\ell_\infty$-constrained Encoding and Deep Decoding


Feb 10, 2020
Xi Zhang, Xiaolin Wu


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Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction


Jan 28, 2020
Seyed Mehdi Ayyoubzadeh, Xiaolin Wu


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Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques


Jan 21, 2020
Seyed Mehdi Ayyoubzadeh, Xiaolin Wu


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Challenge of Spatial Cognition for Deep Learning


Jul 30, 2019
Xiaolin Wu, Xi Zhang, Jun Du


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Filter Bank Regularization of Convolutional Neural Networks


Jul 25, 2019
Seyed Mehdi Ayyoubzadeh, Xiaolin Wu

* 11 pages, 17 figures 

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Deep Learning with Inaccurate Training Data for Image Restoration


Nov 18, 2018
Bolin Liu, Xiao Shu, Xiaolin Wu


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Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding


Oct 30, 2018
Xi Zhang, Xiaolin Wu


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Near-lossless L-infinity constrained Multi-rate Image Decompression via Deep Neural Network


Oct 10, 2018
Xi Zhang, Xiaolin Wu


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