High-Resolution Image Synthesis with Latent Diffusion Models

20 December 2021

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

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Title
MagicPony: Learning Articulated 3D Animals in the Wild Shangzhe Wu Ruining Li Tomas Jakab Christian Rupprecht Andrea Vedaldi ViT 19 72 0 22 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 12 49 0 22 Nov 2022
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models Shengqu Cai E. R. Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein DiffM 18 33 0 22 Nov 2022
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 19 77 0 21 Nov 2022
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models Ajay Jain Amber Xie Pieter Abbeel DiffM 27 89 0 21 Nov 2022
TimbreCLIP: Connecting Timbre to Text and Images Nicolas Jonason Bob L. T. Sturm CLIP 22 4 0 21 Nov 2022
Investigating Prompt Engineering in Diffusion Models Sam Witteveen Martin Andrews 11 57 0 21 Nov 2022
MagicVideo: Efficient Video Generation With Latent Diffusion Models Daquan Zhou Weimin Wang Hanshu Yan Weiwei Lv Yizhe Zhu Jiashi Feng DiffM VGen 37 373 0 20 Nov 2022
Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models Xichen Pan Pengda Qin Yuhong Li Hui Xue Wenhu Chen DiffM 16 62 0 20 Nov 2022
Visual Programming: Compositional visual reasoning without training Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 43 399 0 18 Nov 2022
Conffusion: Confidence Intervals for Diffusion Models Eliahu Horwitz Yedid Hoshen DiffM 21 28 0 17 Nov 2022
Assessing Neural Network Robustness via Adversarial Pivotal Tuning Peter Ebert Christensen Vésteinn Snaebjarnarson Andrea Dittadi Serge J. Belongie Sagie Benaim AAML 16 1 0 17 Nov 2022
Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion Models Simon Alexanderson Rajmund Nagy Jonas Beskow G. Henter DiffM VGen 22 165 0 17 Nov 2022
GLAMI-1M: A Multilingual Image-Text Fashion Dataset Vaclav Kosar A. Hoskovec Milan Šulc Radek Bartyzal VLM 22 3 0 17 Nov 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 19 3 0 16 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 19 151 0 16 Nov 2022
GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 39 24 0 16 Nov 2022
Hybrid Transformers for Music Source Separation Simon Rouard Francisco Massa Alexandre Défossez 16 128 0 15 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 28 180 0 15 Nov 2022
CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming Qihua Zhou Ruibin Li Song Guo Peiran Dong Yi Liu Jingcai Guo Zhenda Xu VGen DiffM 26 23 0 15 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 35 354 0 14 Nov 2022
Arbitrary Style Guidance for Enhanced Diffusion-Based Text-to-Image Generation Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 10 11 0 14 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 54 673 0 14 Nov 2022
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures G. Metzer Elad Richardson Or Patashnik Raja Giryes Daniel Cohen-Or DiffM 42 450 0 14 Nov 2022
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding Zijiao Chen Jiaxin Qing Tiange Xiang Wan Lin Yue J. Zhou DiffM MedIm 25 146 0 13 Nov 2022
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks Mathias Öttl Jana Mönius M. Rübner C. Geppert Jingna Qiu ... Matthias W. Beckmann Peter Fasching Andreas K. Maier R. Erber Katharina Breininger DiffM MedIm 21 3 0 11 Nov 2022
An unobtrusive quality supervision approach for medical image annotation Sonja Kunzmann Mathias Öttl Prathmesh Madhu Felix Denzinger Andreas K. Maier DiffM MedIm 8 2 0 11 Nov 2022
ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation Daniel Kang Tatsunori Hashimoto Ion Stoica Yi Sun 16 12 0 09 Nov 2022
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale Federico Bianchi Pratyusha Kalluri Esin Durmus Faisal Ladhak Myra Cheng Debora Nozza Tatsunori Hashimoto Dan Jurafsky James Y. Zou Aylin Caliskan DiffM VLM 29 288 0 07 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 30 20 0 07 Nov 2022
A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data Haodi Jiang Qin Li Zhihang Hu Nian Liu Yasser Abduallah ... Genwei Zhang Yan Xu Wynne Hsu J. T. Wang Haimin Wang 27 6 0 04 Nov 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Muyang Li Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 30 45 0 03 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 14 819 0 03 Nov 2022
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems Kai Packhauser Lukas Folle Florian Thamm Andreas K. Maier DiffM MedIm 19 61 0 02 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 14 38 0 31 Oct 2022
MagicMix: Semantic Mixing with Diffusion Models Jun Hao Liew Hanshu Yan Daquan Zhou Jiashi Feng DiffM 170 60 0 28 Oct 2022
Layout Aware Inpainting for Automated Furniture Removal in Indoor Scenes Prakhar Kulshreshtha K. Lianos Brian Pugh Salma Jiddi 32 6 0 27 Oct 2022
Solving Audio Inverse Problems with a Diffusion Model Eloi Moliner J. Lehtinen Vesa Valimaki DiffM 20 49 0 27 Oct 2022
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation Xutao Guo Yanwu Yang Chenfei Ye Shangfeng Lu Yang Xiang Tingxia Ma MedIm DiffM 32 31 0 27 Oct 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 19 287 0 26 Oct 2022
High-Resolution Image Editing via Multi-Stage Blended Diffusion J. Ackermann Minjun Li DiffM 14 15 0 24 Oct 2022
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control Max W. Shen Ehsan Hajiramezanali Gabriele Scalia Alex Tseng N. Diamant Tommaso Biancalani Andreas Loukas 34 1 0 21 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 25 117 0 20 Oct 2022
Composing Ensembles of Pre-trained Models via Iterative Consensus Shuang Li Yilun Du J. Tenenbaum Antonio Torralba Igor Mordatch MoMe 19 23 0 20 Oct 2022
Representation Learning with Diffusion Models Jeremias Traub DiffM 17 8 0 20 Oct 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models Royi Rassin Shauli Ravfogel Yoav Goldberg 21 60 0 19 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 19 11 0 18 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip H. S. Torr Song Bai Xiaojuan Qi 16 285 0 14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 20 107 0 13 Oct 2022
ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors Chenjie Cao Qiaole Dong Yanwei Fu 33 30 0 12 Oct 2022