Are vision transformers always more robust than convolutional neural networks?

Liknande verk

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