The LLM component of multimodal models has the same general transformer architecture. The connector in LLaVA is a straightforward matrix multiplication translating image features (the output from the ...

This article explores some of the most influential deep learning architectures: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), ...

The transformer’s encoder doesn’t just send a final step of encoding to the decoder; it transmits all hidden states and encodings. This rich information allows the decoder to apply attention ...

Transformers combined with convolutional encoders have been recently used for hand gesture recognition (HGR) using micro-Doppler signatures. In this letter, we propose a vision-transformer-based ...