2 papers
cs.LG2025
LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models
Mengdan Zhu, Raasikh Kanjiani, Jiahui Lu +3
Deep generative models like VAEs and diffusion models have advanced various generation tasks by leveraging latent variables to learn data distributions and generate high-quality sa…
cs.CL2025
Taxonomy Tree Generation from Citation Graph
Yuntong Hu, Zhuofeng Li, Zheng Zhang +4
Constructing taxonomies from citation graphs is essential for organizing scientific knowledge, facilitating literature reviews, and identifying emerging research trends. However, m…