Diff-CVML: Differential Geometry in Computer Vision and Machine Learning


The Riemannian Geometry of Deep Generative Models
Hang Shao,
Abhishek Kumar,
P. Thomas Fletcher
[pdf] [arXiv]
[bibtex]
@InProceedings{Shao_2018_CVPR_Workshops,
author = {Shao, Hang and Kumar, Abhishek and Thomas Fletcher, P.},
title = {The Riemannian Geometry of Deep Generative Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Elastic Handling of Predictor Phase in Functional Regression Models
Kyungmin Ahn,
J. Derek Tucker,
Wei Wu,
Anuj Srivastava
[pdf]
[bibtex]
@InProceedings{Ahn_2018_CVPR_Workshops,
author = {Ahn, Kyungmin and Derek Tucker, J. and Wu, Wei and Srivastava, Anuj},
title = {Elastic Handling of Predictor Phase in Functional Regression Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Geodesic Discriminant Analysis for Manifold-Valued Data
Maxime Louis,
Benjamin Charlier,
Stanley Durrleman
[pdf]
[bibtex]
@InProceedings{Louis_2018_CVPR_Workshops,
author = {Louis, Maxime and Charlier, Benjamin and Durrleman, Stanley},
title = {Geodesic Discriminant Analysis for Manifold-Valued Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

A Mixture Model for Aggregation of Multiple Pre-Trained Weak Classifiers
Rudrasis Chakraborty,
Chun-Hao Yang,
Baba C. Vemuri
[pdf] [arXiv]
[bibtex]
@InProceedings{Chakraborty_2018_CVPR_Workshops,
author = {Chakraborty, Rudrasis and Yang, Chun-Hao and Vemuri, Baba C.},
title = {A Mixture Model for Aggregation of Multiple Pre-Trained Weak Classifiers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Temporal Alignment Improves Feature Quality: An Experiment on Activity Recognition With Accelerometer Data
Hongjun Choi,
Qiao Wang,
Meynard Toledo,
Pavan Turaga,
Matthew Buman,
Anuj Srivastava
[pdf]
[bibtex]
@InProceedings{Choi_2018_CVPR_Workshops,
author = {Choi, Hongjun and Wang, Qiao and Toledo, Meynard and Turaga, Pavan and Buman, Matthew and Srivastava, Anuj},
title = {Temporal Alignment Improves Feature Quality: An Experiment on Activity Recognition With Accelerometer Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Locally-Weighted Elastic Comparison of Planar Shapes
Justin Strait,
Sebastian Kurtek,
Steven MacEachern
[pdf]
[bibtex]
@InProceedings{Strait_2018_CVPR_Workshops,
author = {Strait, Justin and Kurtek, Sebastian and MacEachern, Steven},
title = {Locally-Weighted Elastic Comparison of Planar Shapes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Covariance Pooling for Facial Expression Recognition
Dinesh Acharya,
Zhiwu Huang,
Danda Pani Paudel,
Luc Van Gool
[pdf] [arXiv]
[bibtex]
@InProceedings{Acharya_2018_CVPR_Workshops,
author = {Acharya, Dinesh and Huang, Zhiwu and Pani Paudel, Danda and Van Gool, Luc},
title = {Covariance Pooling for Facial Expression Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation
Mehran Javanmardi,
Ricardo Bigolin Lanfredi,
Mujdat Cetin,
Tolga Tasdizen
[pdf]
[bibtex]
@InProceedings{Javanmardi_2018_CVPR_Workshops,
author = {Javanmardi, Mehran and Bigolin Lanfredi, Ricardo and Cetin, Mujdat and Tasdizen, Tolga},
title = {Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Predicting Dynamical Evolution of Human Activities From a Single Image
Suhas Lohit,
Ankan Bansal,
Nitesh Shroff,
Jaishanker Pillai,
Pavan Turaga,
Rama Chellappa
[pdf]
[bibtex]
@InProceedings{Lohit_2018_CVPR_Workshops,
author = {Lohit, Suhas and Bansal, Ankan and Shroff, Nitesh and Pillai, Jaishanker and Turaga, Pavan and Chellappa, Rama},
title = {Predicting Dynamical Evolution of Human Activities From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics
Ioana Ilea,
Lionel Bombrun,
Salem Said,
Yannick Berthoumieu
[pdf]
[bibtex]
@InProceedings{Ilea_2018_CVPR_Workshops,
author = {Ilea, Ioana and Bombrun, Lionel and Said, Salem and Berthoumieu, Yannick},
title = {Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Principal Curvature Guided Surface Geometry Aware Global Shape Representation
Somenath Das,
Suchendra M. Bhandarkar
[pdf]
[bibtex]
@InProceedings{Das_2018_CVPR_Workshops,
author = {Das, Somenath and Bhandarkar, Suchendra M.},
title = {Principal Curvature Guided Surface Geometry Aware Global Shape Representation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}