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Construction of all-in-focus images assisted by depth sensing

Jun 05, 2018
Hang Liu, Hengyu Li, Jun Luo, Shaorong Xie, Yu Sun

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MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks

Nov 22, 2019
Yunteng Luan, Hanyu Zhao, Zhi Yang, Yafei Dai

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On the Variance of the Adaptive Learning Rate and Beyond

Aug 08, 2019
Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han

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LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning

Dec 06, 2019
Albert Zhao, Tong He, Yitao Liang, Haibin Huang, Guy Van den Broeck, Stefano Soatto

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Deep Active Learning for Axon-Myelin Segmentation on Histology Data

Jul 11, 2019
Melanie Lubrano di Scandalea, Christian S. Perone, Mathieu Boudreau, Julien Cohen-Adad

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Cross Pixel Optical Flow Similarity for Self-Supervised Learning

Jul 15, 2018
Aravindh Mahendran, James Thewlis, Andrea Vedaldi

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User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing

Nov 06, 2019
Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod

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Scaleable input gradient regularization for adversarial robustness

May 27, 2019
Chris Finlay, Adam M Oberman

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VQD: Visual Query Detection in Natural Scenes

Apr 11, 2019
Manoj Acharya, Karan Jariwala, Christopher Kanan

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KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects

Dec 05, 2019
Xingyu Liu, Rico Jonschkowski, Anelia Angelova, Kurt Konolige

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