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  1. Locality and compositionality in zero-shot learning

    Free access
    Sylvain, Tristan / Petrini, Linda / Hjelm, Devon | ArXiv | 2019

  2. Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

    Free access
    Shabani, Amin / Abdi, Amir / Meng, Lili et al. | ArXiv | 2022

  3. Joint Learning of Generative Translator and Classifier for Visually Similar Classes

    Free access
    Yoo, Byungin / Sylvain, Tristan / Bengio, Yoshua et al. | IEEE | 2020

  4. Joint Learning of Generative Translator and Classifier for Visually Similar Classes

    Free access
    Yoo, ByungIn / Sylvain, Tristan / Bengio, Yoshua et al. | ArXiv | 2019

  5. Deep Learning for Patient-Specific Kidney Graft Survival Analysis

    Free access
    Luck, Margaux / Sylvain, Tristan / Cardinal, Héloïse et al. | ArXiv | 2017

  6. Object-Centric Image Generation from Layouts

    Free access
    Sylvain, Tristan / Zhang, Pengchuan / Bengio, Yoshua et al. | ArXiv | 2020

  7. Image-to-image Mapping with Many Domains by Sparse Attribute Transfer

    Free access
    Amodio, Matthew / Assouel, Rim / Schmidt, Victor et al. | ArXiv | 2020

  8. Learning to rank for censored survival data

    Free access
    Luck, Margaux / Sylvain, Tristan / Cohen, Joseph Paul et al. | ArXiv | 2018

  9. Cross-Modal Information Maximization for Medical Imaging: CMIM

    Free access
    Sylvain, Tristan / Dutil, Francis / Berthier, Tess et al. | ArXiv | 2020

  10. CMIM: Cross-Modal Information Maximization For Medical Imaging

    Sylvain, Tristan / Dutil, Francis / Berthier, Tess et al. | IEEE | 2021

  11. On self-supervised multi-modal representation learning: An application to Alzheimer's disease

    Free access
    Fedorov, Alex / Wu, Lei / Sylvain, Tristan et al. | ArXiv | 2020

  12. On Self-Supervised Multimodal Representation Learning: An Application To Alzheimer’s Disease

    Fedorov, Alex / Wu, Lei / Sylvain, Tristan et al. | IEEE | 2021

  13. Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer’s Disease

    Fedorov, Alex / Sylvain, Tristan / Geenjaar, Eloy et al. | IEEE | 2021

  14. Diet Networks: Thin Parameters for Fat Genomics

    Free access
    Romero, Adriana / Carrier, Pierre Luc / Erraqabi, Akram et al. | ArXiv | 2016
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