Manoj Kumar


selected publications

  1. frofa.png
    Frozen Feature Augmentation for Few-Shot Image Classification
    Andreas Bär, Neil Houlsby, Mostafa Dehghani, and 1 more author
    CVPR 2024,
  2. cappa.png
    Image captioners are scalable vision learners too
    Michael Tschannen, Manoj Kumar, Andreas Steiner, and 3 more authors
    NeurIPS Oral 2024,
  3. dpn.png
    Dual PatchNorm
    Manoj Kumar, Mostafa Dehghani, and Neil Houlsby
    TMLR 2023,
  4. Scaling Vision Transformers to 22 Billion Parameters
    Mostafa Dehghani, Josip Djolonga, Basil Mustafa, and 8 more authors
    ICML Oral 2023,
  5. ps.gif
    Do better ImageNet classifiers assess perceptual similarity better?
    Manoj Kumar, Neil Houlsby, Nal Kalchbrenner, and 1 more author
    TMLR 2022,
  6. metnet.gif
    Deep learning for twelve hour precipitation forecasts
    Lasse Espeholt, Shreya Agrawal, Casper Sønderby, and 8 more authors
    Nature Communications 2022,
  7. color.png
    Colorization Transformer
    Manoj Kumar, Dirk Weissenborn, and Nal Kalchbrenner
    ICLR 2021,
  8. video.gif
    VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation
    Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, and 4 more authors
    ICLR 2020,