most citedLatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2024

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…

cs.LG2024★ 1 cited

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…