Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

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Title
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 44 7 0 13 Oct 2022
Understanding Impacts of Task Similarity on Backdoor Attack and Detection Di Tang Rui Zhu Xiaofeng Wang Haixu Tang Yi Chen AAML 29 5 0 12 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 18 11 0 11 Oct 2022
Finding the global semantic representation in GAN through Frechet Mean Jaewoong Choi Geonho Hwang Hyunsoo Cho Myung-joo Kang GAN DRL 32 2 0 11 Oct 2022
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data Mengping Yang Zhe Wang Ziqiu Chi Yanbing Zhang 19 32 0 11 Oct 2022
GAN You Hear Me? Reclaiming Unconditional Speech Synthesis from Diffusion Models Matthew Baas Herman Kamper DiffM 40 8 0 11 Oct 2022
MultiStyleGAN: Multiple One-shot Image Stylizations using a Single GAN Viraj Shah Ayush Sarkar Sudharsan Krishnakumar Anitha Svetlana Lazebnik 29 3 0 08 Oct 2022
Evaluating the Performance of StyleGAN2-ADA on Medical Images M. Woodland J. Wood B. Anderson Suprateek Kundu E. Lin ... S. Yedururi Briand De Yuan-Mao Lin Ankit B. Patel Kristy K. Brock MedIm 32 22 0 07 Oct 2022
Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules Kazuki Irie Jürgen Schmidhuber 42 5 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
Social and environmental impact of recent developments in machine learning on biology and chemistry research Daniel Probst 30 1 0 01 Oct 2022
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 124 87 0 30 Sep 2022
Physical Adversarial Attack meets Computer Vision: A Decade Survey Hui Wei Hao Tang Xuemei Jia Zhixiang Wang Han-Bing Yu Zhubo Li Shiníchi Satoh Luc Van Gool Zheng Wang AAML 38 44 0 30 Sep 2022
All are Worth Words: A ViT Backbone for Diffusion Models Fan Bao Shen Nie Kaiwen Xue Yue Cao Chongxuan Li Hang Su Jun Zhu VLM 30 324 0 25 Sep 2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy VGen DiffM 39 35 0 22 Sep 2022
Poisson Flow Generative Models Yilun Xu Ziming Liu M. Tegmark Tommi Jaakkola 103 80 0 22 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 39 11 0 21 Sep 2022
Text2Light: Zero-Shot Text-Driven HDR Panorama Generation Zhaoxi Chen Guangcong Wang Ziwei Liu 97 30 0 20 Sep 2022
Improving GANs with A Dynamic Discriminator Ceyuan Yang Yujun Shen Yinghao Xu Deli Zhao Bo Dai Bolei Zhou TTA 66 24 0 20 Sep 2022
Towards Bridging the Performance Gaps of Joint Energy-based Models Xiulong Yang Qing Su Shihao Ji VLM 18 12 0 16 Sep 2022
StyleGAN Encoder-Based Attack for Block Scrambled Face Images AprilPyone Maungmaung Hitoshi Kiya CVBM PICV 29 4 0 16 Sep 2022
One-Shot Synthesis of Images and Segmentation Masks V. Sushko Dan Zhang Juergen Gall Anna Khoreva 48 6 0 15 Sep 2022
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling Stathis Galanakis Baris Gecer Alexandros Lattas Stefanos Zafeiriou CVBM 3DH 47 12 0 15 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
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 43 18 0 12 Sep 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks Zicheng Zhang Yinglu Liu Congying Han Tiande Guo Ting Yao Tao Mei GAN 100 20 0 08 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
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 56 35 0 06 Sep 2022
Large-Scale Auto-Regressive Modeling Of Street Networks Michael Birsak Tom Kelly W. Para Peter Wonka GNN AI4TS 14 5 0 01 Sep 2022
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data Jihye Park Sunwoo Kim Soohyun Kim Seokju Cho Jaejun Yoo Youngjung Uh Seung Wook Kim VLM 33 9 0 31 Aug 2022
Let us Build Bridges: Understanding and Extending Diffusion Generative Models Xingchao Liu Lemeng Wu Mao Ye Qiang Liu DiffM 34 80 0 31 Aug 2022
Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models Yong Zhong Hongtao Liu Xiaodong Liu Fan Bao Weiran Shen Chongxuan Li AI4CE 38 4 0 30 Aug 2022
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data Mengyun Qiao Berke Doga Basaran Huaqi Qiu Shuo Wang Yi Guo Yuanyuan Wang Paul M. Matthews Daniel Rueckert Wenjia Bai MedIm 33 2 0 28 Aug 2022
On Biased Behavior of GANs for Face Verification Sasikanth Kotti Mayank Vatsa Richa Singh CVBM 33 1 0 27 Aug 2022
Combating Mode Collapse in GANs via Manifold Entropy Estimation Haozhe Liu Bing Li Haoqian Wu Hanbang Liang Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN DRL 38 9 0 25 Aug 2022
High-Fidelity Image Inpainting with GAN Inversion Yongsheng Yu Libo Zhang Hengrui Fan Tiejian Luo 11 25 0 25 Aug 2022
GAN-based generative modelling for dermatological applications -- comparative study Sandra Carrasco Limeros Sylwia Majchrowska Mohamad Khir Zoubi Anna Rosén Juulia Suvilehto Lisa Sjöblom Magnus Kjellberg MedIm 14 2 0 24 Aug 2022
Discovering Transferable Forensic Features for CNN-generated Images Detection Keshigeyan Chandrasegaran Ngoc-Trung Tran Alexander Binder Ngai-man Cheung AAML 37 27 0 24 Aug 2022
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 32 9 0 22 Aug 2022
Improving GANs for Long-Tailed Data through Group Spectral Regularization Harsh Rangwani Naman Jaswani Tejan Karmali Varun Jampani R. Venkatesh Babu 31 21 0 21 Aug 2022
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups Sreeraj Ramachandran A. Rattani FaML 33 13 0 17 Aug 2022
Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing Jaskirat Singh Liang Zheng Cameron Smith J. Echevarria DiffM 25 10 0 17 Aug 2022
StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3 Haonan Qiu Yuming Jiang Hang Zhou Wayne Wu Ziwei Liu CVBM 55 12 0 16 Aug 2022
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement Pedro C. Neto Tiago B. Gonccalves Marco Huber Naser Damer Ana F. Sequeira Jaime S. Cardoso CVBM 36 10 0 16 Aug 2022
Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model Xiulong Yang Sheng-Min Shih Yinlin Fu Xiaoting Zhao Shihao Ji DiffM 33 56 0 16 Aug 2022
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data Marco Huber Fadi Boutros An Luu Kiran Raja Raghavendra Ramachandra ... Marija Ivanovska Borut Batagelj Andrej Kronovvsek Peter Peer Vitomir vStruc CVBM 51 29 0 15 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 52 58 0 13 Aug 2022
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection Meiling Fang Fadi Boutros Naser Damer CVBM 32 13 0 11 Aug 2022
Language-Guided Face Animation by Recurrent StyleGAN-based Generator Tiankai Hang Huan Yang Bei Liu Jianlong Fu Xin Geng B. Guo VGen 40 13 0 11 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 32 9 0 08 Aug 2022