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
CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation Tianxiang Ma Bingchuan Li Wei Liu Miao Hua Jing Dong Tieniu Tan 23 5 0 03 Feb 2023
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis A. P. Fard Mohammad H. Mahoor S. Lamer Timothy D. Sweeny GAN CVBM 34 3 0 02 Feb 2023
Stable Target Field for Reduced Variance Score Estimation in Diffusion Models Yilun Xu Shangyuan Tong Tommi Jaakkola DiffM 20 26 0 01 Feb 2023
Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets Hussein Hazimeh Natalia Ponomareva GAN 33 2 0 31 Jan 2023
ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing Bingchuan Li Tianxiang Ma Peng Zhang Miao Hua Wei Liu Qian He Zili Yi 21 7 0 31 Jan 2023
Extracting Training Data from Diffusion Models Nicholas Carlini Jamie Hayes Milad Nasr Matthew Jagielski Vikash Sehwag Florian Tramèr Borja Balle Daphne Ippolito Eric Wallace DiffM 73 572 0 30 Jan 2023
Don't Play Favorites: Minority Guidance for Diffusion Models Soo Bin Um Suhyeon Lee Jong Chul Ye DiffM 38 22 0 29 Jan 2023
What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion Pu Cao Lu Yang Dongxu Liu Zhiwei Liu Shan Li Q. Song 32 6 0 28 Jan 2023
Minimizing Trajectory Curvature of ODE-based Generative Models Sangyun Lee Beomsu Kim Jong Chul Ye 51 53 0 27 Jan 2023
LEGO-Net: Learning Regular Rearrangements of Objects in Rooms Qiuhong Anna Wei Sijie Ding Jeong Joon Park Rahul Sajnani A. Poulenard Srinath Sridhar Leonidas J. Guibas DiffM 35 61 0 23 Jan 2023
Unpaired Image-to-Image Translation with Limited Data to Reveal Subtle Phenotypes Anis Bourou Auguste Genovesio MedIm 31 7 0 21 Jan 2023
CADA-GAN: Context-Aware GAN with Data Augmentation Sofie Daniels Jiugeng Sun Jiaqing Xie 36 0 0 21 Jan 2023
Spatial Steerability of GANs via Self-Supervision from Discriminator Jianyuan Wang Lalit Bhagat Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou 50 1 0 20 Jan 2023
Domain Expansion of Image Generators Yotam Nitzan Michael Gharbi Richard Y. Zhang Taesung Park Jun-Yan Zhu Daniel Cohen-Or Eli Shechtman 36 16 0 12 Jan 2023
Image-to-Image Translation with Disentangled Latent Vectors for Face Editing Yusuf Dalva Hamza Pehlivan Cansu Moran Öykü Irmak Hatipoglu Aysegül Dündar CoGe CVBM DRL 26 4 0 11 Jan 2023
3DAvatarGAN: Bridging Domains for Personalized Editable Avatars Rameen Abdal Hsin-Ying Lee Peihao Zhu Menglei Chai Aliaksandr Siarohin Peter Wonka Sergey Tulyakov 3DH 29 47 0 06 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 29 5 0 05 Jan 2023
FICE: Text-Conditioned Fashion Image Editing With Guided GAN Inversion Martin Pernuš Clinton Fookes Vitomir Štruc Simon Dobrišek DiffM 28 27 0 05 Jan 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 53 22 0 30 Dec 2022
Improving Visual Representation Learning through Perceptual Understanding Samyakh Tukra Frederick Hoffman Ken Chatfield 33 5 0 30 Dec 2022
Effects of Data Geometry in Early Deep Learning Saket Tiwari George Konidaris 82 7 0 29 Dec 2022
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao Lefei Zhang 46 10 0 28 Dec 2022
DiffFace: Diffusion-based Face Swapping with Facial Guidance Kihong Kim Yunho Kim Seokju Cho Junyoung Seo Jisu Nam Kychul Lee Seung Wook Kim Kwanghee Lee DiffM 32 53 0 27 Dec 2022
HandsOff: Labeled Dataset Generation With No Additional Human Annotations Austin Xu Mariya I. Vasileva Achal Dave Arjun Seshadri 34 7 0 24 Dec 2022
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity Siyu Huang Jie An D. Wei Jiebo Luo Hanspeter Pfister DiffM 31 29 0 20 Dec 2022
StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation Aibek Alanov Vadim Titov M. Nakhodnov Dmitry Vetrov 35 6 0 20 Dec 2022
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 38 2 0 20 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 33 1 0 13 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 45 5 0 12 Dec 2022
Seeing a Rose in Five Thousand Ways Yunzhi Zhang Shangzhe Wu Noah Snavely Jiajun Wu 26 10 0 09 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 72 827 0 08 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 25 9 0 07 Dec 2022
Image Inpainting via Iteratively Decoupled Probabilistic Modeling Wenbo Li Xin Yu Kun Zhou Yibing Song Zhe Lin Jiaya Jia DiffM 45 11 0 06 Dec 2022
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs Usama Tariq Rizwan Qureshi Ana Zafar Danyal Aftab Jia Wu Tanvirul Alam Zubair Shah Hazrat Ali MedIm 23 8 0 04 Dec 2022
BlendGAN: Learning and Blending the Internal Distributions of Single Images by Spatial Image-Identity Conditioning I. Kligvasser Tamar Rott Shaham Noa Alkobi T. Michaeli DiffM 28 1 0 03 Dec 2022
ClipFace: Text-guided Editing of Textured 3D Morphable Models Shivangi Aneja Justus Thies Angela Dai Matthias Nießner CLIP 40 59 0 02 Dec 2022
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 55 8 0 02 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
VIDM: Video Implicit Diffusion Models Kangfu Mei Vishal M. Patel DiffM VGen 30 79 0 01 Dec 2022
NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-shot Real Image Animation Yu Yin Kamran Ghasedi Hsiang-Tao Wu Jiaolong Yang Xin Tong Y. Fu DiffM 32 25 0 30 Nov 2022
High-Fidelity Guided Image Synthesis with Latent Diffusion Models Jaskirat Singh Stephen Gould Liang Zheng DiffM 41 40 0 30 Nov 2022
Dr.3D: Adapting 3D GANs to Artistic Drawings Wonjoon Jin Nuri Ryu Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 3DH 40 15 0 30 Nov 2022
Extracting Semantic Knowledge from GANs with Unsupervised Learning Jianjin Xu Zhaoxiang Zhang Xiaolin Hu GAN 42 11 0 30 Nov 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 41 1 0 30 Nov 2022
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model Gwanghyun Kim S. Chun DiffM 38 39 0 29 Nov 2022
Wavelet Diffusion Models are fast and scalable Image Generators Hao Phung Quan Dao Anh Tran DiffM 44 88 0 29 Nov 2022
Realtime Fewshot Portrait Stylization Based On Geometric Alignment Xinrui Wang Zhuoru Li Xiaolei Zhou Yusuke Iwasawa Yutaka Matsuo 3DH 27 1 0 28 Nov 2022
CLIP2GAN: Towards Bridging Text with the Latent Space of GANs Yixuan Wang Wen-gang Zhou Jianmin Bao Weilun Wang Li Li Houqiang Li GAN CLIP 33 5 0 28 Nov 2022
3inGAN: Learning a 3D Generative Model from Images of a Self-similar Scene Animesh Karnewar Oliver Wang Tobias Ritschel Niloy Mitra 30 12 0 27 Nov 2022