ChaLearn: Explainable Computer Vision Workshop and Job Candidate Screening Competition

Multi-Modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening From Video CVs

Heysem Kaya,

Furkan Gurpinar,

Albert Ali Salah

[pdf]

[bibtex]

@InProceedings{Kaya_2017_CVPR_Workshops,
author = {Kaya, Heysem and Gurpinar, Furkan and Ali Salah, Albert},
title = {Multi-Modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening From Video CVs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Personality Traits and Job Candidate Screening via Analyzing Facial Videos

Salah Eddine Bekhouche,

Fadi Dornaika,

Abdelkrim Ouafi,

Abdelmalik Taleb-Ahmed

[pdf]

[bibtex]

@InProceedings{Bekhouche_2017_CVPR_Workshops,
author = {Eddine Bekhouche, Salah and Dornaika, Fadi and Ouafi, Abdelkrim and Taleb-Ahmed, Abdelmalik},
title = {Personality Traits and Job Candidate Screening via Analyzing Facial Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Human-Explainable Features for Job Candidate Screening Prediction

Achmadnoer Sukma Wicaksana,

Cynthia C. S. Liem

[pdf]

[bibtex]

@InProceedings{Wicaksana_2017_CVPR_Workshops,
author = {Sukma Wicaksana, Achmadnoer and Liem, Cynthia C. S.},
title = {Human-Explainable Features for Job Candidate Screening Prediction},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Explaining Distributed Neural Activations via Unsupervised Learning

Soheil Kolouri,

Charles E. Martin,

Heiko Hoffmann

[pdf]

[bibtex]

@InProceedings{Kolouri_2017_CVPR_Workshops,
author = {Kolouri, Soheil and Martin, Charles E. and Hoffmann, Heiko},
title = {Explaining Distributed Neural Activations via Unsupervised Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Automated Screening of Job Candidate Based on Multimodal Video Processing

Jelena Gorbova,

Iiris Lusi,

Andre Litvin,

Gholamreza Anbarjafari

[pdf]

[bibtex]

@InProceedings{Gorbova_2017_CVPR_Workshops,
author = {Gorbova, Jelena and Lusi, Iiris and Litvin, Andre and Anbarjafari, Gholamreza},
title = {Automated Screening of Job Candidate Based on Multimodal Video Processing},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks

Devinder Kumar,

Alexander Wong,

Graham W. Taylor

[pdf] [arXiv]

[bibtex]

@InProceedings{Kumar_2017_CVPR_Workshops,
author = {Kumar, Devinder and Wong, Alexander and Taylor, Graham W.},
title = {Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Decoding the Deep: Exploring Class Hierarchies of Deep Representations Using Multiresolution Matrix Factorization

Vamsi K. Ithapu

[pdf]

[bibtex]

@InProceedings{Ithapu_2017_CVPR_Workshops,
author = {Ithapu, Vamsi K.},
title = {Decoding the Deep: Exploring Class Hierarchies of Deep Representations Using Multiresolution Matrix Factorization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Interpreting CNN Models for Apparent Personality Trait Regression

Carles Ventura,

David Masip,

Agata Lapedriza

[pdf]

[bibtex]

@InProceedings{Ventura_2017_CVPR_Workshops,
author = {Ventura, Carles and Masip, David and Lapedriza, Agata},
title = {Interpreting CNN Models for Apparent Personality Trait Regression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}