Single-Frame Regularization for Temporally Stable CNNs
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Rafal Mantiuk | Gabriel Eilertsen | Jonas Unger | Rafał K. Mantiuk | Jonas Unger | Gabriel Eilertsen | J. Unger
[1] Alan L. Yuille,et al. Region-based temporally consistent video post-processing , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[2] Aleksander Madry,et al. Exploring the Landscape of Spatial Robustness , 2017, ICML.
[3] Nenghai Yu,et al. Coherent Online Video Style Transfer , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[4] Alex Graves,et al. Video Pixel Networks , 2016, ICML.
[5] Sylvain Paris,et al. Blind video temporal consistency , 2015, ACM Trans. Graph..
[6] Yoshua Bengio,et al. Generative Adversarial Nets , 2014, NIPS.
[7] Aleksander Madry,et al. A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations , 2017, ArXiv.
[8] Jin Wang,et al. Weight smoothing to improve network generalization , 1994, IEEE Trans. Neural Networks.
[9] Dit-Yan Yeung,et al. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting , 2015, NIPS.
[10] Joan Bruna,et al. Intriguing properties of neural networks , 2013, ICLR.
[11] Apostol Natsev,et al. YouTube-8M: A Large-Scale Video Classification Benchmark , 2016, ArXiv.
[12] Hiroshi Ishikawa,et al. Let there be color! , 2016, ACM Trans. Graph..
[13] Gabriel Eilertsen,et al. HDR image reconstruction from a single exposure using deep CNNs , 2017, ACM Trans. Graph..
[14] Pascal Vincent,et al. Contractive Auto-Encoders: Explicit Invariance During Feature Extraction , 2011, ICML.
[15] Xiaogang Wang,et al. Deep Learning Face Attributes in the Wild , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).
[16] Renjie Liao,et al. Detail-Revealing Deep Video Super-Resolution , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[17] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[18] Anders Krogh,et al. A Simple Weight Decay Can Improve Generalization , 1991, NIPS.
[19] Ersin Yumer,et al. Learning Blind Video Temporal Consistency , 2018, ECCV.
[20] Liang Wang,et al. Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution , 2015, NIPS.
[21] Shao-Yi Chien,et al. Occlusion-aware Video Temporal Consistency , 2017, ACM Multimedia.
[22] Yang Song,et al. Improving the Robustness of Deep Neural Networks via Stability Training , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[23] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[24] Jonathon Shlens,et al. Explaining and Harnessing Adversarial Examples , 2014, ICLR.
[25] Alexei A. Efros,et al. Image-to-Image Translation with Conditional Adversarial Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[26] Andreas Schilling,et al. Creating cinematic wide gamut HDR-video for the evaluation of tone mapping operators and HDR-displays , 2014 .
[27] Yair Weiss,et al. Why do deep convolutional networks generalize so poorly to small image transformations? , 2018, J. Mach. Learn. Res..
[28] Jürgen Schmidhuber,et al. Simplifying Neural Nets by Discovering Flat Minima , 1994, NIPS.
[29] Christian Ledig,et al. Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[30] Panos Nasiopoulos,et al. Compression of high dynamic range video using the HEVC and H.264/AVC standards , 2014, 10th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness.
[31] Daniel Cremers,et al. Regularization for Deep Learning: A Taxonomy , 2017, ArXiv.
[32] Jun Zhu,et al. Video-to-Video Translation with Global Temporal Consistency , 2018, ACM Multimedia.
[33] Li Fei-Fei,et al. Characterizing and Improving Stability in Neural Style Transfer , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[34] Samy Bengio,et al. Adversarial examples in the physical world , 2016, ICLR.
[35] Thomas Brox,et al. Artistic Style Transfer for Videos , 2016, GCPR.
[36] Markus Gross,et al. Practical temporal consistency for image-based graphics applications , 2012, ACM Trans. Graph..
[37] Hongyi Zhang,et al. mixup: Beyond Empirical Risk Minimization , 2017, ICLR.
[38] Tal Hassner,et al. Face recognition in unconstrained videos with matched background similarity , 2011, CVPR 2011.
[39] Guillermo Sapiro,et al. Deep Video Deblurring for Hand-Held Cameras , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[40] Alexei A. Efros,et al. Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[41] Jeff B. Pelz,et al. Spatio-velocity CSF as a function of retinal velocity using unstabilized stimuli , 2006, Electronic Imaging.
[42] Bolei Zhou,et al. Learning Deep Features for Scene Recognition using Places Database , 2014, NIPS.