Kaichao You
@youkaichao
A New Paradigm for Exploiting Pre-trained Model Hubs
A New Paradigm for Exploiting Pre-trained Model Hubs
It is often overlooked that the number of models in pre-trained model hubs is scaling up very fast. As a result, pre-trained model hubs are popular but under-exploited. Here a new paradigm is advocated to sufficiently exploit pre-trained model hubs.
Marching into the LLM Era: Why and How AI/ML Research Labs Should Embrace Cloud Computation
Marching into the LLM Era: Why and How AI/ML Research Labs Should Embrace Cloud Computation
Computation is going to be the new electricity, and don't build your own electric generator again! AI/ML research labs should embrace cloud computation to catch up with the new era!
Event Camera: the Next Generation of Visual Perception System
Event Camera: the Next Generation of Visual Perception System
Event camera can extend computer vision to scenarios where it is currently incompetent. In the following decades, it is hopeful that event cameras will be mature enough to be mass-produced, to have dedicated algorithms, and to show up in widely-used products.
Co-Tuning: An easy but effective trick to improve transfer learning
Co-Tuning: An easy but effective trick to improve transfer learning
Transfer learning is a popular method in the deep learning community, but it is usually implemented naively (eg. copying weights as initialization). Co-Tuning is a recently proposed technique to improve transfer learning that is easy to implement, and effective to a wide variety of tasks.
