Paulo Pirozelli

1 bit is all we need: binary normalized neural networks

2025 · arXiv (Cornell University)

The increasing size of large neural network models, specifically language models and foundational image models, poses deployment challenges, prompting efforts to reduce memory requirements and enhance computational efficiency. These efforts are critical to ensure practical …