🏢 Department of Computer Science, National University of Singapore

Single diffusion model achieves competitive out-of-distribution detection across diverse tasks by analyzing diffusion path characteristics.

Gradient-free methods conquer nonconvex nonsmooth stochastic compositional optimization, providing non-asymptotic convergence rates and improved efficiency for real-world applications.