Make AI accessible to everyone with Efficient ML!
Efficient Learning Lab, or simply EffL, is a research group led by Jaeho Lee.
We develop theories, algorithms, and systems to make ML more efficient.
One conference paper and two workshop papers will be presented.
- Conference: Large-scale meta-learning for neural fields (with Google DeepMind).
- Workshop: Model merging (led by Jiwoon) and Neural field training (led by Junwon and Sangyoon).
Jaeho and Seungwoo started working at Google.
They will work on LLM optimization as a visiting faculty and a student intern, respectively.
One conference paper and three workshop papers has been presented.
- Conference: Data compression algorithm (with Google DeepMind).
- Workshop: Two on spurious correlations, and one on large-batch training.
A paper on spurious correlation of conditional generative model has been published.
This is a joint work with Samsung Advanced Institute of Technology.