Reversing the process is not immediately obvious and thus several schedulers were proposed [23, 26, 31, 58]. In this paper, we employ DDIM [58] scheduler, a popular deterministic scheduler. Other deterministic scheduler would be suitable, and we show in section I below that our method performs well with other schedulers.

Recently large language models like GPT -3 have shown encouraging performance as implicit knowledge source and revealed planning abilities.

The ability toleverage large-scale hardware parallelism has been one of the key1 enablers of the accelerated recent progress in machine learning.

The ability toleverage large-scale hardware parallelism has been one ofthe key enablers of the accelerated recent progress in machine learning.

Crystal Structure Prediction (CSP) is crucial in various scientific disciplines.