USC at CORL 2025 – USC Viterbi
USC PhD student Abrar Anwar and USC alumnus Jesse Zhang presented at CoRL 2025. (Photo by Erdem Bıyık) USC researchers...
Learning methods
Systematic Review Categorizes Training And Evaluation Approaches
The rapid development of artificial intelligence presents exciting opportunities for healthcare, and large language models now stand at the forefront...
Fast and Fourier features for transfer learning of interatomic potentials
Frenkel, D. & Smit, B. Understanding molecular simulation: from algorithms to applications (Elsevier, 2023).Behler, J. & Parrinello, M. Generalized neural-network...
Zero-shot Visual Deepfake Detection Predicts And Prevents Fake Content Before Creation Using Novel Self-Supervised Learning
The proliferation of increasingly realistic deepfakes poses a significant threat to digital media integrity and public trust, prompting urgent research...
One-shot learning for solution operators of partial differential equations
We demonstrate the capability and potential of our proposed one-shot learning method through various problems, and discuss choices of the...
Scaling Proven Learning Practices with AI Tools for Education
Fall is in the air, school is back in session, and we’re feeling a lot of momentum behind our work...
