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Extremely Low-light Image Enhancement with Scene Text Restoration


Apr 01, 2022
Pohao Hsu, Che-Tsung Lin, Chun Chet Ng, Jie-Long Kew, Mei Yih Tan, Shang-Hong Lai, Chee Seng Chan, Christopher Zach


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AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks


Dec 06, 2021
Huu Le, Rasmus Kjær Høier, Che-Tsung Lin, Christopher Zach

* 18 pages 

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BabelCalib: A Universal Approach to Calibrating Central Cameras


Sep 20, 2021
Yaroslava Lochman, Kostiantyn Liepieshov, Jianhui Chen, Michal Perdoch, Christopher Zach, James Pritts


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Bilevel Programming and Deep Learning: A Unifying View on Inference Learning Methods


May 15, 2021
Christopher Zach

* 16 pages 

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Escaping Poor Local Minima in Large Scale Robust Estimation


Feb 22, 2021
Huu Le, Christopher Zach

* arXiv admin note: substantial text overlap with arXiv:2003.09080 

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Progressive Batching for Efficient Non-linear Least Squares


Oct 21, 2020
Huu Le, Christopher Zach, Edward Rosten, Oliver J. Woodford

* Accepted to ACCV 2020 

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Lifted Regression/Reconstruction Networks


May 07, 2020
Rasmus Kjær Høier, Christopher Zach

* 12 pages, 8 figures 

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A Graduated Filter Method for Large Scale Robust Estimation


Mar 20, 2020
Huu Le, Christopher Zach


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Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning


Mar 12, 2020
Christopher Zach, Huu Le

* 16 pages 

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Learning to generate new indoor scenes


Dec 10, 2019
Pulak Purkait, Christopher Zach, Ian Reid


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