Exploring the Representation Manifolds of Stable Diffusion Through the Lens of Intrinsic Dimension

16 February 2023

Papers citing "Exploring the Representation Manifolds of Stable Diffusion Through the Lens of Intrinsic Dimension"

6 / 6 papers shown

Title
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DRL 169 6 0 17 Feb 2025
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 158 1,089 0 22 Jun 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 284 6,768 0 13 Apr 2022
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 224 264 0 18 Apr 2021
Explaining Neural Scaling Laws Yasaman Bahri Ethan Dyer Jared Kaplan Jaehoon Lee Utkarsh Sharma 48 256 0 12 Feb 2021
A Neural Scaling Law from the Dimension of the Data Manifold Utkarsh Sharma Jared Kaplan 46 52 0 22 Apr 2020