Rémi Emonet's Research Home     (see global home)

@inproceedings{kerdoncuff2022optimal,
    title={Optimal Tensor Transport},
    author={Kerdoncuff, Tanguy and Perrot, Micha{\"e}l and Emonet, R{\'e}mi and Sebban, Marc},
    booktitle={Proceedings (AAAI Artificial Intelligence Conference)},
    year={2022}
}

@article{zantedeschi2021learning,
    title={Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound},
    author={Zantedeschi, Valentina and Viallard, Paul and Morvant, Emilie and Emonet, R{\'e}mi and Habrard, Amaury and Germain, Pascal and Guedj, Benjamin},
    journal={Advances in Neural Information Processing Systems},
    volume={34},
    year={2021}
}

@inproceedings{metzler2019gnn,
  title={An Adjusted Nearest Neighbor Algorithm Maximizing the F-measure from Imbalanced Data},
  author={ and Emonet, R{\'e}mi and Fromont, Elisa},
  booktitle={IEEE International Conference on Image Processing},
  year={2019}
}

@inproceedings{bascolmetzlerfmeasure,
  title={From Cost-Sensitive to Tight F-measure Bounds},
  author={Bascol, Kevin and Emonet, Rémi and Fromont, Elisa and Habrard, Amaury and Metzler, Guillaume and Sebban, Marc},
  booktitle={AISTATS 2019},
  year={2019},
  comment={CONE},
}

@inproceedings{fourure2017gridnet,
  title={Residual Conv-Deconv Grid Network for Semantic Segmentation},
  author={Fourure, Damien and Emonet, R{\'e}mi and Fromont, Elisa and Muselet, Damien and Tr{\'e}meau, Alain and Wolf, Christian},
  booktitle={Proceedings of the British Machine Vision Conference, 2017},
  year={2017}
}

@article{fourure2017multi,
  title={Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression},
  author={Fourure, Damien and Emonet, R{\'e}mi and Fromont, Elisa and Muselet, Damien and Neverova, Natalia and Tr{\'e}meau, Alain and Wolf, Christian},
  journal={Neurocomputing},
  volume={251},
  pages={68--80},
  year={2017},
  publisher={Elsevier}
}

@inproceedings{aljundi2015landmarks,
  title={Landmarks-based Kernelized Subspace Alignment for Unsupervised Domain Adaptation},
  author={Aljundi, Rahaf and Emonet, R{\'e}mi and Muselet, Damien and Sebban, Marc},
  booktitle={Computer Vision and Pattern Recognition},
  year={2015}
}

@ARTICLE{Emonet_PAMI_2014,
         author = {Emonet, Remi and Varadarajan, Jagannadan and Odobez, Jean-Marc},
          title = {Temporal Analysis of Motif Mixtures using Dirichlet Processes},
        journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
           year = {2014}
}