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 = {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 = {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 = {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 = {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 = {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]
[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 = {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 = {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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}