Complexity Matters: Rethinking the Latent Space for Generative Modeling

Complexity Matters: Rethinking the Latent Space for Generative Modeling

17 July 2023

Tianyang Hu

Papers citing "Complexity Matters: Rethinking the Latent Space for Generative Modeling"

15 / 15 papers shown

Title
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 47 0 0 19 Mar 2025
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DRL 67 5 0 17 Feb 2025
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu B. Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 16 9 0 16 Oct 2024
Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields Yunjie Chen J. Wolterink O. M. Neve Stephan R. Romeijn Berit M. Verbist Erik F. Hensen Qian Tao Marius Staring 28 1 0 03 Apr 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wenjia Wang Kenji Kawaguchi Yuan Yao DiffM 44 3 0 26 Feb 2024
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling Jiajun Ma Shuchen Xue Tianyang Hu Wenjia Wang Zhaoqiang Liu Zhenguo Li Zhi-Ming Ma Kenji Kawaguchi 35 5 0 23 Feb 2024
Elucidating The Design Space of Classifier-Guided Diffusion Generation Jiajun Ma Tianyang Hu Wenjia Wang Jiacheng Sun 19 9 0 17 Oct 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 515 0 02 Jan 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 193 132 0 10 Sep 2021
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 180 256 0 18 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 223 4,424 0 23 Jan 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018