From Points to Functions: Infinite-dimensional Representations in
Diffusion Models

From Points to Functions: Infinite-dimensional Representations in Diffusion Models

25 October 2022

Guillaume Lajoie

Stefan Bauer

Papers citing "From Points to Functions: Infinite-dimensional Representations in Diffusion Models"

14 / 14 papers shown

Title
Diffusion Model as Representation Learner Xingyi Yang Xinchao Wang DiffM 25 52 0 21 Aug 2023
Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition Dongnan Gui Kai Chen Haisong Ding Qiang Huo VLM DiffM 16 14 0 25 May 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 27 88 0 13 Apr 2023
Deep Generative Modeling with Backward Stochastic Differential Equations Xingcheng Xu PINN 21 0 0 08 Apr 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 12 69 0 17 Mar 2023
Stochastic Segmentation with Conditional Categorical Diffusion Models L. Zbinden Lars Doorenbos Theodoros Pissas Adrian Thomas Huber Raphael Sznitman Pablo Márquez-Neila DiffM 32 30 0 15 Mar 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 132 308 0 15 Mar 2023
Continuous-Time Functional Diffusion Processes Giulio Franzese Dario Rossi Simone Rossi Markus Heinonen Maurizio Filippone Pietro Michiardi 29 24 0 01 Mar 2023
Directed Diffusion: Direct Control of Object Placement through Attention Guidance W. Ma J. P. Lewis Avisek Lahiri Thomas Leung W. Kleijn DiffM 16 65 0 25 Feb 2023
Representation Learning with Diffusion Models Jeremias Traub DiffM 22 8 0 20 Oct 2022
Pathway to Future Symbiotic Creativity Yi-Ting Guo Qi-fei Liu Jie Chen Wei Xue Jie Fu ... Fernando Rosas Jeffrey Shaw Xing Wu Jiji Zhang Jianliang Xu 21 0 0 18 Aug 2022
Diffusion Models for Video Prediction and Infilling Tobias Hoppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 17 130 0 15 Jun 2022
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 184 259 0 07 Jan 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,367 0 09 Mar 2020