Women in Computer Vision

Deep Learning for Automatic Pneumonia Detection

Tatiana Gabruseva,

Dmytro Poplavskiy,

Alexandr Kalinin

[pdf]

[bibtex]

@InProceedings{Gabruseva_2020_CVPR_Workshops,
author = {Gabruseva, Tatiana and Poplavskiy, Dmytro and Kalinin, Alexandr},
title = {Deep Learning for Automatic Pneumonia Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

REIN: Flexible Mesh Generation From Point Clouds

Rangel Daroya,

Rowel Atienza,

Rhandley Cajote

[pdf] [supp]

[bibtex]

@InProceedings{Daroya_2020_CVPR_Workshops,
author = {Daroya, Rangel and Atienza, Rowel and Cajote, Rhandley},
title = {REIN: Flexible Mesh Generation From Point Clouds},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification With Fast Approximated Triplet Loss and Label Distillation

Ye Yuan,

Wuyang Chen,

Yang Yang,

Zhangyang Wang

[pdf]

[bibtex]

@InProceedings{Yuan_2020_CVPR_Workshops,
author = {Yuan, Ye and Chen, Wuyang and Yang, Yang and Wang, Zhangyang},
title = {In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification With Fast Approximated Triplet Loss and Label Distillation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Salient Object Detection by Contextual Refinement

Sayanti Bardhan

[pdf]

[bibtex]

@InProceedings{Bardhan_2020_CVPR_Workshops,
author = {Bardhan, Sayanti},
title = {Salient Object Detection by Contextual Refinement},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Eff-UNet: A Novel Architecture for Semantic Segmentation in Unstructured Environment

Bhakti Baheti,

Shubham Innani,

Suhas Gajre,

Sanjay Talbar

[pdf]

[bibtex]

@InProceedings{Baheti_2020_CVPR_Workshops,
author = {Baheti, Bhakti and Innani, Shubham and Gajre, Suhas and Talbar, Sanjay},
title = {Eff-UNet: A Novel Architecture for Semantic Segmentation in Unstructured Environment},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep to Accomplish Stable Unsupervised Dictionary Learning in a Spike-Based Sparse Coding Model

Yijing Watkins,

Edward Kim,

Andrew Sornborger,

Garrett T. Kenyon

[pdf] [video]

[bibtex]

@InProceedings{Watkins_2020_CVPR_Workshops,
author = {Watkins, Yijing and Kim, Edward and Sornborger, Andrew and Kenyon, Garrett T.},
title = {Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep to Accomplish Stable Unsupervised Dictionary Learning in a Spike-Based Sparse Coding Model},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

RIT-18: A Novel Dataset for Compositional Group Activity Understanding

Junwen Chen,

Haiting Hao,

Hanbin Hong,

Yu Kong

[pdf]

[bibtex]

@InProceedings{Chen_2020_CVPR_Workshops,
author = {Chen, Junwen and Hao, Haiting and Hong, Hanbin and Kong, Yu},
title = {RIT-18: A Novel Dataset for Compositional Group Activity Understanding},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Squeeze U-Net: A Memory and Energy Efficient Image Segmentation Network

Nazanin Beheshti,

Lennart Johnsson

[pdf] [supp]

[bibtex]

@InProceedings{Beheshti_2020_CVPR_Workshops,
author = {Beheshti, Nazanin and Johnsson, Lennart},
title = {Squeeze U-Net: A Memory and Energy Efficient Image Segmentation Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Learning Furniture Compatibility With Graph Neural Networks

Luisa F. Polania,

Mauricio Flores,

Matthew Nokleby,

Yiran Li

[pdf]

[bibtex]

@InProceedings{Polania_2020_CVPR_Workshops,
author = {Polania, Luisa F. and Flores, Mauricio and Nokleby, Matthew and Li, Yiran},
title = {Learning Furniture Compatibility With Graph Neural Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}