High-Resolution Image Synthesis with Latent Diffusion Models

20 December 2021

Papers citing "High-Resolution Image Synthesis with Latent Diffusion Models"

48 / 8,098 papers shown

Title
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 119 161 0 29 Sep 2022
Deep Generative Multimedia Children's Literature Matthew Lyle Olson 11 0 0 27 Sep 2022
MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image Translation Junyoung Seo Gyuseong Lee Seokju Cho Jiyoung Lee Seung Wook Kim DiffM 25 27 0 22 Sep 2022
Text2Light: Zero-Shot Text-Driven HDR Panorama Generation Zhaoxi Chen Guangcong Wang Ziwei Liu 88 30 0 20 Sep 2022
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso DiffM MedIm 43 45 0 17 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 125 0 14 Sep 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 84 27 0 14 Sep 2022
PET image denoising based on denoising diffusion probabilistic models Kuang Gong Keith A. Johnson G. El Fakhri Quanzheng Li T. Pan DiffM MedIm 25 72 0 13 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,300 0 02 Sep 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 18 90 0 29 Aug 2022
Comprehensive Dataset of Face Manipulations for Development and Evaluation of Forensic Tools Brian DeCann K. Trapeznikov CVBM 24 2 0 24 Aug 2022
G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model Pan Xie Qipeng Zhang Zexian Li Hao Tang Yao Du Xiaohui Hu DiffM 36 12 0 19 Aug 2022
Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning Olivia Wiles Isabela Albuquerque Sven Gowal VLM 30 46 0 18 Aug 2022
High-Frequency Space Diffusion Models for Accelerated MRI Chentao Cao Zhuoxu Cui Yue Wang Shaonan Liu Taijin Chen Hairong Zheng Dong Liang Yanjie Zhu DiffM MedIm 30 50 0 10 Aug 2022
Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand Jitesh Jain Yuqian Zhou Ning Yu Humphrey Shi 35 43 0 05 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 80 1,690 0 02 Aug 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci R. Legenstein DiffM 28 240 0 29 Jul 2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Robin Rombach A. Blattmann Bjorn Ommer DiffM 16 70 0 26 Jul 2022
Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis Sangyun Lee Hyungjin Chung Jaehyeon Kim Jong Chul Ye DiffM 21 45 0 16 Jul 2022
Continuous Methods : Hamiltonian Domain Translation Emmanuel Menier M. Bucci Mouadh Yagoubi L. Mathelin Marc Schoenauer 19 1 0 08 Jul 2022
Distilling Model Failures as Directions in Latent Space Saachi Jain Hannah Lawrence Ankur Moitra A. Madry 16 89 0 29 Jun 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer Shangchen Zhou Kelvin C. K. Chan Chongyi Li Chen Change Loy CVBM 16 220 0 22 Jun 2022
DALL-E for Detection: Language-driven Compositional Image Synthesis for Object Detection Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM ObjD 25 16 0 20 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 28 77 0 17 Jun 2022
A Flexible Diffusion Model Weitao Du Tao Yang Heidi Zhang Yuanqi Du DiffM 25 11 0 17 Jun 2022
gDDIM: Generalized denoising diffusion implicit models Qinsheng Zhang Molei Tao Yongxin Chen DiffM 34 112 0 11 Jun 2022
Blended Latent Diffusion Omri Avrahami Ohad Fried Dani Lischinski DiffM 50 373 0 06 Jun 2022
Compositional Visual Generation with Composable Diffusion Models Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 35 496 0 03 Jun 2022
DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder Jie Shi Chenfei Wu Jian Liang Xiang Liu Nan Duan DiffM 9 25 0 01 Jun 2022
Few-Shot Diffusion Models Giorgio Giannone Didrik Nielsen Ole Winther DiffM 178 49 0 30 May 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 55 5,768 0 23 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 27 42 0 05 May 2022
Fast Sampling of Diffusion Models with Exponential Integrator Qinsheng Zhang Yongxin Chen DiffM 20 414 0 29 Apr 2022
A Taxonomy of Prompt Modifiers for Text-To-Image Generation J. Oppenlaender 15 102 0 20 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 67 6,627 0 13 Apr 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 21 1 0 28 Feb 2022
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 30 51 0 12 Feb 2022
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles Ashish Hooda Neal Mangaokar Ryan Feng Kassem Fawaz S. Jha Atul Prakash 24 11 0 11 Feb 2022
GANmouflage: 3D Object Nondetection with Texture Fields Rui-xiong Guo Jasmine Collins Oscar de Lima Andrew Owens 19 9 0 18 Jan 2022
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models Dongzhuo Li MedIm 30 2 0 07 Dec 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 29 515 0 31 Aug 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 643 0 21 Apr 2021
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 245 484 0 20 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 4,774 0 24 Feb 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 267 1,812 0 14 Dec 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 264 10,344 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,444 0 21 Nov 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 227 2,545 0 25 Jan 2016