Are vision transformers always more robust than convolutional neural networks?

Samankaltaisia teoksia

• An impartial take to the CNN vs transformer robustness contest
  Tekijä: Pinto, F, et al.
  Julkaistu: (2022)
• Adversarial Robustness of Vision Transformers Versus Convolutional Neural Networks
  Tekijä: Kazim Ali, et al.
  Julkaistu: (2024-01-01)
• Mix-MaxEnt: improving accuracy and uncertainty estimates of deterministic neural networks
  Tekijä: Pinto, F, et al.
  Julkaistu: (2021)
• Mirror Descent view for Neural Network quantization
  Tekijä: Ajanthan, T, et al.
  Julkaistu: (2021)
• Using mixup as a regularizer can surprisingly improve accuracy and out-of-distribution robustness
  Tekijä: Pinto, F, et al.
  Julkaistu: (2023)