Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,050 papers shown

Title
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains S. Kim Kyoungkook Kang Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 32 19 0 26 Nov 2022
Unifying conditional and unconditional semantic image synthesis with OCO-GAN Marlene Careil Stéphane Lathuilière Camille Couprie Jakob Verbeek VLM 31 0 0 25 Nov 2022
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Qiran Zou Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji GAN 41 4 0 25 Nov 2022
Privacy-Enhancing Optical Embeddings for Lensless Classification Eric Bezzam M. Vetterli Matthieu Simeoni 24 5 0 23 Nov 2022
GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild Chao Wang Ana Serrano Xingang Pan Bin Chen Hans-Peter Seidel Christian Theobalt K. Myszkowski Thomas Leimkuehler GAN 31 15 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 48 34 0 22 Nov 2022
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion Dario Pavllo D. Tan Marie-Julie Rakotosaona F. Tombari 3DH 29 29 0 21 Nov 2022
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint Hongyu Liu Yibing Song Qifeng Chen DiffM 38 21 0 21 Nov 2022
Direct Inversion: Optimization-Free Text-Driven Real Image Editing with Diffusion Models Adham Elarabawy Harish Kamath Samuel Denton DiffM 22 16 0 15 Nov 2022
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion René Haas Stella Grasshof Sami S. Brandt 3DV 26 2 0 14 Nov 2022
Unsupervised Anomaly Appraisal of Cleft Faces Using a StyleGAN2-based Model Adaptation Technique Abdullah Hayajneh M. Shaqfeh E. Serpedin M. Stotland CVBM MedIm 25 8 0 12 Nov 2022
ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer Shota Hirose Shiori Maki Naoki Wada Heming Sun J. Katto 38 0 0 12 Nov 2022
SSGVS: Semantic Scene Graph-to-Video Synthesis Yuren Cong Jinhui Yi Bodo Rosenhahn M. Yang 67 7 0 11 Nov 2022
StyleNAT: Giving Each Head a New Perspective Steven Walton Ali Hassani Xingqian Xu Zhangyang Wang Humphrey Shi ViT 31 23 0 10 Nov 2022
PhaseAug: A Differentiable Augmentation for Speech Synthesis to Simulate One-to-Many Mapping Junhyeok Lee Seungu Han Hyunjae Cho Wonbin Jung 27 11 0 08 Nov 2022
Image Completion with Heterogeneously Filtered Spectral Hints Xingqian Xu Shant Navasardyan Vahram Tadevosyan Andranik Sargsyan Yadong Mu Humphrey Shi 24 24 0 07 Nov 2022
Private Set Generation with Discriminative Information Dingfan Chen Raouf Kerkouche Mario Fritz DD 35 35 0 07 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 45 20 0 07 Nov 2022
Learning to Annotate Part Segmentation with Gradient Matching Yu Yang Xiaotian Cheng Hakan Bilen Xiangyang Ji GAN 37 7 0 06 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 38 0 0 06 Nov 2022
SizeGAN: Improving Size Representation in Clothing Catalogs Kathleen M. Lewis John Guttag 3DH GAN 29 3 0 05 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 44 1 0 05 Nov 2022
A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models Devesh Shah Anirudh Suresh Alemayehu S. Admasu Devesh Upadhyay Kalyanmoy Deb 28 1 0 03 Nov 2022
DOLPH: Diffusion Models for Phase Retrieval Shirin Shoushtari Jai-Ming Liu Ulugbek S. Kamilov DiffM 35 9 0 01 Nov 2022
Synthetic ID Card Image Generation for Improving Presentation Attack Detection Daniel P. Benalcazar Juan E. Tapia Sebastian Gonzalez Christoph Busch AAML 30 25 0 31 Oct 2022
On-the-fly Object Detection using StyleGAN with CLIP Guidance Yu-Ta Lu Shusen Liu Jayaraman J. Thiagarajan W. Sakla Rushil Anirudh VLM ObjD 35 1 0 30 Oct 2022
INR-V: A Continuous Representation Space for Video-based Generative Tasks Bipasha Sen Aditya Agarwal Vinay P. Namboodiri C. V. Jawahar VGen 58 7 0 29 Oct 2022
Few-shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-man Cheung 69 43 0 29 Oct 2022
Latent Space is Feature Space: Regularization Term for GANs Training on Limited Dataset P. Wang GAN 34 0 0 28 Oct 2022
Few-shot Image Generation via Masked Discrimination Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 32 12 0 27 Oct 2022
ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data Jie Cao Mandi Luo Junchi Yu Mingmin Yang Ran He 40 4 0 27 Oct 2022
A Survey on Deep Generative 3D-aware Image Synthesis Weihao Xia Jing-Hao Xue 3DV 51 20 0 25 Oct 2022
Lafite2: Few-shot Text-to-Image Generation Yufan Zhou Chunyuan Li Changyou Chen Jianfeng Gao Jinhui Xu DiffM 32 11 0 25 Oct 2022
A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems Matthew Bendel Rizwan Ahmad Philip Schniter MedIm 37 5 0 24 Oct 2022
GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery and Targeted Subspace Modeling Richard Plesh Peter Peer Vitomir Štruc 23 5 0 24 Oct 2022
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data Kazuto Nakashima Y. Iwashita Ryo Kurazume GAN 3DPC 32 17 0 21 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 33 119 0 20 Oct 2022
Diffusion Models already have a Semantic Latent Space Mingi Kwon Jaeseok Jeong Youngjung Uh 31 247 0 20 Oct 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining Hao Liu Tom Zahavy Volodymyr Mnih Satinder Singh SSL 43 7 0 19 Oct 2022
Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis Ruinan Jin Xiaoxiao Li FedML AAML MedIm 52 23 0 19 Oct 2022
FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping Felix Rosberg E. Aksoy F. Alonso-Fernandez Cristofer Englund CVBM 36 28 0 19 Oct 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang Margret Keuper Anna Khoreva 34 32 0 18 Oct 2022
How to Boost Face Recognition with StyleGAN? Artem Sevastopolsky Yury Malkov N. Durasov L. Verdoliva Matthias Nießner PICV 28 13 0 18 Oct 2022
Differentially Private Diffusion Models Tim Dockhorn Tianshi Cao Arash Vahdat Karsten Kreis DiffM 34 91 0 18 Oct 2022
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert MedIm 47 3 0 18 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion Models Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 11 1,056 0 17 Oct 2022
Face Pasting Attack Niklas Bunzel L. Graner AAML CVBM 24 0 0 17 Oct 2022
Modeling the Lighting in Scenes as Style for Auto White-Balance Correction Furkan Kinli Dogacan Yilmaz B. Özcan Mustafa Furkan Kıraç 35 5 0 17 Oct 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Aibek Alanov Vadim Titov Dmitry Vetrov GAN OOD 34 26 0 17 Oct 2022
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations Yi-Chun Zhu Hongyu Liu Yibing Song Ziyang Yuan Xintong Han Chun Yuan Qifeng Chen Jue Wang VLM DiffM 39 31 0 14 Oct 2022