Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

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Title
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 27 61 0 30 Aug 2023
Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation Mengping Yang Zhe Wang Wenyi Feng Qian Zhang Tingzhe Xiao DiffM 44 2 0 30 Aug 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 119 35 0 29 Aug 2023
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data Hatef Otroshi Anjith George S´ebastien Marcel 35 11 0 28 Aug 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers Abril Corona-Figueroa Sam Bond-Taylor Neelanjan Bhowmik Yona Falinie A. Gaus T. Breckon Hubert P. H. Shum Chris G. Willcocks DiffM 29 4 0 27 Aug 2023
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation Yu Jiang Liming Jiang Shuai Yang Chen Change Loy 18 15 0 24 Aug 2023
Model Inversion Attack via Dynamic Memory Learning Gege Qi YueFeng Chen Xiaofeng Mao Binyuan Hui Xiaodan Li Rong Zhang Hui Xue 34 6 0 24 Aug 2023
Efficient Transfer Learning in Diffusion Models via Adversarial Noise Xiyu Wang Baijiong Lin Daochang Liu Chang Xu DiffM 34 3 0 23 Aug 2023
Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition Pedro C. Neto Eduarda Caldeira Jaime S. Cardoso Ana F. Sequeira MQ 21 11 0 23 Aug 2023
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes Soubhik Sanyal Partha Ghosh Jinlong Yang Michael J. Black Justus Thies Timo Bolkart 3DH 30 4 0 21 Aug 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations Seogkyu Jeon Bei Liu Pilhyeon Lee Kibeom Hong Jianlong Fu H. Byun 48 1 0 21 Aug 2023
Towards Generalizable Morph Attack Detection with Consistency Regularization Hossein Kashiani Niloufar Alipour Talemi Mohammad Saeed Ebrahimi Saadabadi Nasser M. Nasrabadi AAML 13 2 0 20 Aug 2023
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks Xin Ding Yongwei Wang Zuheng Xu 23 1 0 20 Aug 2023
Generative Adversarial Networks Unlearning Hui Sun Tianqing Zhu Wenhan Chang Wanlei Zhou MU GAN 21 6 0 19 Aug 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation V. Sushko Ruyu Wang Juergen Gall 36 2 0 18 Aug 2023
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks A. Nobari J. Rey S. Kodali Matthew Jones Faez Ahmed AI4CE 19 1 0 14 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 24 61 0 09 Aug 2023
On the Biometric Capacity of Generative Face Models Vishnu Naresh Boddeti Gautam Sreekumar Arun Ross CVBM 22 4 0 03 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
StylePrompter: All Styles Need Is Attention Chenyi Zhuang Pan Gao A. Smolic 38 1 0 30 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 47 21 0 26 Jul 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shinýa Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 44 4 0 26 Jul 2023
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets Mominul Islam H. Zunair Nabeel Mohammed MedIm 28 10 0 25 Jul 2023
AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models Xuelong Dai Kaisheng Liang Bin Xiao DiffM 15 23 0 24 Jul 2023
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation Haoyue Bai Ceyuan Yang Yinghao Xu Shueng-Han Gary Chan Bolei Zhou OODD 17 3 0 23 Jul 2023
Synthesis of Batik Motifs using a Diffusion -- Generative Adversarial Network One Octadion N. Yudistira D. Kurnianingtyas DiffM 27 7 0 22 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 25 2 0 21 Jul 2023
A Siamese-based Verification System for Open-set Architecture Attribution of Synthetic Images Lydia Abady Jun Wang B. Tondi Mauro Barni 27 0 0 19 Jul 2023
Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration Kashun Shum Hong-Wing Pang Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 3DV 3DPC 41 8 0 18 Jul 2023
OPHAvatars: One-shot Photo-realistic Head Avatars Shaoxu Li 37 1 0 18 Jul 2023
Revisiting Latent Space of GAN Inversion for Real Image Editing Kai Katsumata D. Vo Bei Liu Hideki Nakayama 32 3 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Dinesh Manocha Abhinav Shrivastava DiffM 29 45 1 17 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 37 60 0 17 Jul 2023
Soft Curriculum for Learning Conditional GANs with Noisy-Labeled and Uncurated Unlabeled Data Kai Katsumata D. Vo Tatsuya Harada Hideki Nakayama 42 0 0 17 Jul 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 23 5 0 16 Jul 2023
Improving Zero-Shot Generalization for CLIP with Synthesized Prompts Zhilin Wang Jian Liang Ran He Nana Xu Zilei Wang Tien-Ping Tan VLM 29 49 0 14 Jul 2023
My3DGen: A Scalable Personalized 3D Generative Model Luchao Qi Jiaye Wu Annie N. Wang Sheng-Yu Wang Roni Sengupta 3DH 39 3 0 11 Jul 2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 28 17 0 11 Jul 2023
StyleGAN2-based Out-of-Distribution Detection for Medical Imaging M. Woodland J. Wood Caleb S. O’Connor Ankit B. Patel Kristy K. Brock MedIm OODD 37 0 0 10 Jul 2023
AutoDecoding Latent 3D Diffusion Models Evangelos Ntavelis Aliaksandr Siarohin Kyle Olszewski Chao-Yuan Wang Luc Van Gool Sergey Tulyakov DiffM 41 43 0 07 Jul 2023
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications M. Pennisi Federica Proietto Salanitri Giovanni Bellitto S. Palazzo Ulas Bagci C. Spampinato MedIm 31 6 0 06 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 67 33 0 05 Jul 2023
Disentanglement in a GAN for Unconditional Speech Synthesis Matthew Baas Herman Kamper DiffM 32 2 0 04 Jul 2023
AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao Keshigeyan Chandrasegaran Abdollahzadeh Milad Chao Du Tianyu Pang Ruoteng Li Henghui Ding Ngai-man Cheung 23 0 0 04 Jul 2023
Consistent Multimodal Generation via A Unified GAN Framework Zhen Zhu Yijun Li Wei-wei Lyu Krishna Kumar Singh Zhixin Shu Soeren Pirk Derek Hoiem 44 4 0 04 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 46 10 0 02 Jul 2023
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification Meng Zhou A. Jamzad J. Izard A. Menard R. Siemens P. Mousavi MedIm 48 0 0 02 Jul 2023
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis Zhaoshan Liu Qiujie Lv Yifan Li Ziduo Yang Leizhao Shen MedIm 32 13 0 30 Jun 2023
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding Amr Hagag A. Gomaa Dominik Kornek Andreas Maier R. Fietkau Christoph Bert F. Putz Yixing Huang 3DH MedIm 14 3 0 26 Jun 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 24 10 0 25 Jun 2023