Minds vs. Machines: How Far Are We From the Common Sense of a Toddler?

Learning Intuitive Physics by Explaining Surprise

Hung Nguyen,

Jay Patravali,

Fuxin Li,

Alan Fern

[pdf]

[bibtex]

@InProceedings{Nguyen_2020_CVPR_Workshops,
author = {Nguyen, Hung and Patravali, Jay and Li, Fuxin and Fern, Alan},
title = {Learning Intuitive Physics by Explaining Surprise},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Story Completion With Explicit Modeling of Commonsense Knowledge

Mingda Zhang,

Keren Ye,

Rebecca Hwa,

Adriana Kovashka

[pdf]

[bibtex]

@InProceedings{Zhang_2020_CVPR_Workshops,
author = {Zhang, Mingda and Ye, Keren and Hwa, Rebecca and Kovashka, Adriana},
title = {Story Completion With Explicit Modeling of Commonsense Knowledge},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Visual Commonsense Representation Learning via Causal Inference

Tan Wang,

Jianqiang Huang,

Hanwang Zhang,

Qianru Sun

[pdf]

[bibtex]

@InProceedings{Wang_2020_CVPR_Workshops,
author = {Wang, Tan and Huang, Jianqiang and Zhang, Hanwang and Sun, Qianru},
title = {Visual Commonsense Representation Learning via Causal Inference},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

SomethingFinder: Localizing Undefined Regions Using Referring Expressions

Sungmin Eum,

David Han,

Gordon Briggs

[pdf]

[bibtex]

@InProceedings{Eum_2020_CVPR_Workshops,
author = {Eum, Sungmin and Han, David and Briggs, Gordon},
title = {SomethingFinder: Localizing Undefined Regions Using Referring Expressions},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Response Time Analysis for Explainability of Visual Processing in CNNs

Eric Taylor,

Shashank Shekhar,

Graham W. Taylor

[pdf]

[bibtex]

@InProceedings{Taylor_2020_CVPR_Workshops,
author = {Taylor, Eric and Shekhar, Shashank and Taylor, Graham W.},
title = {Response Time Analysis for Explainability of Visual Processing in CNNs},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Hierarchical Color Learning in Convolutional Neural Networks

Chris Hickey,

Byoung-Tak Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Hickey_2020_CVPR_Workshops,
author = {Hickey, Chris and Zhang, Byoung-Tak},
title = {Hierarchical Color Learning in Convolutional Neural Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing

Goonmeet Bajaj,

Bortik Bandyopadhyay,

Daniel Schmidt,

Pranav Maneriker,

Christopher Myers,

Srinivasan Parthasarathy

[pdf]

[bibtex]

@InProceedings{Bajaj_2020_CVPR_Workshops,
author = {Bajaj, Goonmeet and Bandyopadhyay, Bortik and Schmidt, Daniel and Maneriker, Pranav and Myers, Christopher and Parthasarathy, Srinivasan},
title = {Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

3DQ-Nets: Visual Concepts Emerge in Pose Equivariant 3D Quantized Neural Scene Representations

Mihir Prabhudesai,

Shamit Lal,

Hsiao-Yu Fish Tung,

Adam W. Harley,

Shubhankar Potdar,

Katerina Fragkiadaki

[pdf]

[bibtex]

@InProceedings{Prabhudesai_2020_CVPR_Workshops,
author = {Prabhudesai, Mihir and Lal, Shamit and Tung, Hsiao-Yu Fish and Harley, Adam W. and Potdar, Shubhankar and Fragkiadaki, Katerina},
title = {3DQ-Nets: Visual Concepts Emerge in Pose Equivariant 3D Quantized Neural Scene Representations},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}