Depth Shrink: Empowering Hardware-Friendly Shallow Neural Networks

Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin
June, 2022
Type
Conference paper
Publication
In Conference on Machine Learning
Algorithm/Software Computer Vision Efficient AI
Meng Li
Meng Li
Assistant Professor

I develop efficient and privacy-preserving AI systems through algorithm–hardware co-design, with applications in large language models, embodied AI, and multimodal intelligence.