StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets

1 February 2022

Katja Schwarz

Papers citing "StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets"

50 / 115 papers shown

Title
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 43 8 0 11 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 33 8 0 31 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 44 62 0 17 Jul 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 33 5 0 16 Jul 2023
Exact Diffusion Inversion via Bi-directional Integration Approximation Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 37 24 0 10 Jul 2023
Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search Qihao Liu Adam Kortylewski Yutong Bai Song Bai Alan Yuille DiffM 45 12 0 01 Jun 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 50 109 0 29 May 2023
The Representation Jensen-Shannon Divergence J. Hoyos-Osorio Santiago Posso-Murillo L. S. Giraldo 42 6 0 25 May 2023
'Tax-free' 3DMM Conditional Face Generation Yiwen Huang Zhiqiu Yu Xinjie Yi Yue Wang James Tompkin CVBM 32 0 0 22 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Siddarth Asokan C. Seelamantula GAN 74 1 0 12 May 2023
The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? Xiaodan Xing Yang Nan F. Felder Simon Walsh Guang Yang MedIm 28 5 0 03 May 2023
StyleGenes: Discrete and Efficient Latent Distributions for GANs Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 43 1 0 30 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 144 1,019 0 18 Apr 2023
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators Nils Lukas Florian Kerschbaum WIGM 34 22 0 14 Apr 2023
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 31 13 0 12 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 37 13 0 10 Apr 2023
ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis Ivan Ferreira-Chacua A. Koeshidayatullah 41 2 0 09 Apr 2023
Synthesizing Anyone, Anywhere, in Any Pose Håkon Hukkelås Frank Lindseth 29 4 0 06 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 46 7 0 04 Apr 2023
HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion Ziya Erkoç Fangchang Ma Qi Shan Matthias Nießner Angela Dai DiffM 40 125 0 29 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 34 177 0 27 Mar 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 36 18 0 24 Mar 2023
High Fidelity Image Synthesis With Deep VAEs In Latent Space Troy Luhman Eric Luhman DRL 3DV 39 7 0 23 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 69 55 0 02 Mar 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 53 9 0 28 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 21 24 0 24 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 40 18 0 13 Feb 2023
High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets Yanbo Wang Chuming Lin Donghao Luo Ying Tai Zhizhong Zhang Yuan Xie 37 6 0 07 Feb 2023
Private GANs, Revisited Alex Bie Gautam Kamath Guojun Zhang 40 14 0 06 Feb 2023
Simple diffusion: End-to-end diffusion for high resolution images Emiel Hoogeboom Jonathan Heek Tim Salimans 33 251 0 26 Jan 2023
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis Axel Sauer Tero Karras S. Laine Andreas Geiger Timo Aila 37 209 0 23 Jan 2023
Dataset Distillation: A Comprehensive Review Ruonan Yu Songhua Liu Xinchao Wang DD 60 121 0 17 Jan 2023
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer Ning Yu Chia-Chih Chen Zeyuan Chen Rui Meng Ganglu Wu P. Josel Juan Carlos Niebles Caiming Xiong Ran Xu ViT DiffM 32 7 0 19 Dec 2022
Face Generation and Editing with StyleGAN: A Survey Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 34 40 0 18 Dec 2022
Structure-Guided Image Completion with Image-level and Object-level Semantic Discriminators Haitian Zheng Zhe Lin Jingwan Lu Scott D. Cohen Eli Shechtman ... Jianming Zhang Qing Liu Yuqian Zhou Sohrab Amirghodsi Jiebo Luo DiffM 30 1 0 13 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 69 827 0 08 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 42 1 0 02 Dec 2022
SinDDM: A Single Image Denoising Diffusion Model Vladimir Kulikov Shahar Yadin Matan Kleiner T. Michaeli DiffM 20 77 0 29 Nov 2022
Assessing Neural Network Robustness via Adversarial Pivotal Tuning Peter Ebert Christensen Vésteinn Snaebjarnarson Andrea Dittadi Serge Belongie Sagie Benaim AAML 23 1 0 17 Nov 2022
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance Chen Henry Wu Fernando de la Torre DiffM 41 67 0 11 Oct 2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing Wanfeng Zheng Qiang Li Xiaoyan Guo Pengfei Wan Zhong-ming Wang 75 14 0 10 Oct 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 39 60 0 07 Oct 2022
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 43 5 0 06 Oct 2022
clip2latent: Text driven sampling of a pre-trained StyleGAN using denoising diffusion and CLIP Justin N. M. Pinkney Chuan Li CLIP VLM 58 20 0 05 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 64 81 0 03 Oct 2022
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator Zifan Shi Yinghao Xu Yujun Shen Deli Zhao Qifeng Chen Dit-Yan Yeung 95 20 0 30 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 26 34 0 14 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 63 868 0 07 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 33 197 0 01 Sep 2022
Demystifying Randomly Initialized Networks for Evaluating Generative Models Junghyuk Lee Jun-Hyuk Kim Jong-Seok Lee EGVM 27 0 0 19 Aug 2022