Transformer-based Deep Neural Network architectures have gained tremendous interest due to their effectiveness in various applications across Natural Language Processing (NLP) and Computer Vision (CV) ...

Transformer-based methods are recently popular in vision tasks because of their capability to model global dependencies alone. However, it limits the performance of networks due to the lack of ...

The tech giants Facebook (now Meta), Amazon, Apple, Google (now Alphabet), Microsoft, and Netflix are all so successful—and generate so much cash—that they seem virtually unstoppable. Yet ...