2 papers
cs.LG2024
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation
Jian Qian, Miao Sun, Sifan Zhou +3
In-context learning (ICL) leverages in-context examples as prompts for the predictions of Large Language Models (LLMs). These prompts play a crucial role in achieving strong perfor…
cs.LG2024
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation
Jian Qian, Bingyu Xie, Biao Wan +3
Time series generation is a crucial research topic in the area of decision-making systems, which can be particularly important in domains like autonomous driving, healthcare, and,…