Multi-Discipline Approach for Learning Concepts - Zero-Shot, One-Shot, Few-Shot and Beyond
Enhancing Visual Embeddings through Weakly Supervised Captioning for Zero-Shot Learning-
[pdf]
[bibtex]@InProceedings{Bustreo_2019_ICCV_Workshops,
author = {Bustreo, Matteo and Cavazza, Jacopo and Murino, Vittorio},
title = {Enhancing Visual Embeddings through Weakly Supervised Captioning for Zero-Shot Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
ProtoGAN: Towards Few Shot Learning for Action Recognition-
[pdf]
[bibtex]@InProceedings{Dwivedi_2019_ICCV_Workshops,
author = {Kumar Dwivedi, Sai and Gupta, Vikram and Mitra, Rahul and Ahmed, Shuaib and Jain, Arjun},
title = {ProtoGAN: Towards Few Shot Learning for Action Recognition},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Deep Metric Transfer for Label Propagation with Limited Annotated Data-
[pdf]
[bibtex]@InProceedings{Liu_2019_ICCV_Workshops,
author = {Liu, Bin and Wu, Zhirong and Hu, Han and Lin, Stephen},
title = {Deep Metric Transfer for Label Propagation with Limited Annotated Data},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation-
[pdf]
[bibtex]@InProceedings{Gholami_2019_ICCV_Workshops,
author = {Gholami, Behnam and Sahu, Pritish and Kim, Minyoung and Pavlovic, Vladimir},
title = {Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Bayesian 3D ConvNets for Action Recognition from Few Examples-
[pdf]
[bibtex]@InProceedings{Riva_2019_ICCV_Workshops,
author = {de la Riva, Martin and Mettes, Pascal},
title = {Bayesian 3D ConvNets for Action Recognition from Few Examples},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Input and Weight Space Smoothing for Semi-Supervised Learning-
[pdf]
[bibtex]@InProceedings{Cicek_2019_ICCV_Workshops,
author = {Cicek, Safa and Soatto, Stefano},
title = {Input and Weight Space Smoothing for Semi-Supervised Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning-
[pdf]
[bibtex]@InProceedings{Mas_2019_ICCV_Workshops,
author = {Mas, Ignasi and Morros, Ramon and Vilaplana, Veronica},
title = {Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Zero-Shot Semantic Segmentation via Variational Mapping-
[pdf]
[bibtex]@InProceedings{Kato_2019_ICCV_Workshops,
author = {Kato, Naoki and Yamasaki, Toshihiko and Aizawa, Kiyoharu},
title = {Zero-Shot Semantic Segmentation via Variational Mapping},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos-
[pdf]
[bibtex]@InProceedings{Price_2019_ICCV_Workshops,
author = {Price, Will and Damen, Dima},
title = {Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Meta Module Generation for Fast Few-Shot Incremental Learning-
[pdf]
[bibtex]@InProceedings{Xie_2019_ICCV_Workshops,
author = {Xie, Shudong and Li, Yiqun and Lin, Dongyun and Lay Nwe, Tin and Dong, Sheng},
title = {Meta Module Generation for Fast Few-Shot Incremental Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Adversarial Joint-Distribution Learning for Novel Class Sketch-Based Image Retrieval-
[pdf]
[bibtex]@InProceedings{Pandey_2019_ICCV_Workshops,
author = {Pandey, Anubha and Mishra, Ashish and Kumar Verma, Vinay and Mittal, Anurag},
title = {Adversarial Joint-Distribution Learning for Novel Class Sketch-Based Image Retrieval},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Weakly Supervised One Shot Segmentation-
[pdf]
[bibtex]@InProceedings{Raza_2019_ICCV_Workshops,
author = {Raza, Hasnain and Ravanbakhsh, Mahdyar and Klein, Tassilo and Nabi, Moin},
title = {Weakly Supervised One Shot Segmentation},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Object Grounding via Iterative Context Reasoning-
[pdf]
[bibtex]@InProceedings{Chen_2019_ICCV_Workshops,
author = {Chen, Lei and Zhai, Mengyao and He, Jiawei and Mori, Greg},
title = {Object Grounding via Iterative Context Reasoning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Zero-Shot Hyperspectral Image Denoising With Separable Image Prior-
[pdf]
[bibtex]@InProceedings{Imamura_2019_ICCV_Workshops,
author = {Imamura, Ryuji and Itasaka, Tatsuki and Okuda, Masahiro},
title = {Zero-Shot Hyperspectral Image Denoising With Separable Image Prior},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}