Where Q o typically comes from the decoder, while K (keys) and V (values) come from the encoder, where W b is a learnable weight matrix. Some queries may not correspond to any object (indicating no ...

The LSTM-AE model consists of two encoder and two decoder LSTM layers with 128 and 64 hidden units, respectively. The model was trained using the Adam optimizer with a learning rate of 0.001 for 100 ...

VoiceFirst Civic AI is a full-stack application that eliminates all four barriers: 🎙️ Speak in Tamil, Hindi, or English — the app listens and responds 📄 Upload any document image — the AI extracts ...

The project automatically fetches the latest papers from arXiv based on keywords. The subheadings in the README file represent the search keywords. Only the most recent articles for each keyword are ...