Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,049 papers shown

Title
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
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity Bo-wen Li Yasin Esfandiari Mikkel N. Schmidt T. S. Alstrøm Sebastian U. Stich FedML 27 3 0 23 Jun 2023
Restoration of the JPEG Maximum Lossy Compressed Face Images with Hourglass Block based on Early Stopping Discriminator Jongwook Si Sungyoung Kim CVBM 19 0 0 22 Jun 2023
Semi-Implicit Denoising Diffusion Models (SIDDMs) Yanwu Xu Min Gong Shaoan Xie Wei Wei Matthias Grundmann Kayhan Batmanghelich Tingbo Hou DiffM 20 12 0 21 Jun 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 43 88 0 20 Jun 2023
Eliminating Lipschitz Singularities in Diffusion Models Zhantao Yang Ruili Feng Han Zhang Yujun Shen Kaixuan Zhu ... Yifei Zhang Yu Liu Deli Zhao Jingren Zhou Fan Cheng 32 9 0 20 Jun 2023
Stabilizing GANs' Training with Brownian Motion Controller Tianjiao Luo Ziyu Zhu Jianfei Chen Jun Zhu 26 4 0 18 Jun 2023
Understanding Deep Generative Models with Generalized Empirical Likelihoods Suman V. Ravuri Mélanie Rey S. Mohamed M. Deisenroth VLM 27 5 0 16 Jun 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions Mahyar Khayatkhoei Wael AbdAlmageed 30 3 0 16 Jun 2023
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluation Valdivino Alexandre de Santiago Júnior 34 0 0 15 Jun 2023
TryOnDiffusion: A Tale of Two UNets Luyang Zhu Dawei Yang Tyler Lixuan Zhu F. Reda William Chan Chitwan Saharia Mohammad Norouzi Ira Kemelmacher-Shlizerman DiffM 35 103 0 14 Jun 2023
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON Haoping Bai Shancong Mou Tatiana Likhomanenko R. G. Cinbis Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi Mengsi Cao VLM 13 23 0 13 Jun 2023
Dynamically Masked Discriminator for Generative Adversarial Networks Wentian Zhang Haozhe Liu Bing Li Jinheng Xie Yawen Huang Yuexiang Li Yefeng Zheng Guohao Li TTA 38 2 0 13 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models Joonghyuk Shin Minguk Kang Jaesik Park 24 29 0 12 Jun 2023
Learning Joint Latent Space EBM Prior Model for Multi-layer Generator Jiali Cui Ying Nian Wu Tian Han 19 8 0 10 Jun 2023
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 23 13 0 09 Jun 2023
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training Colton R. Crum Aidan Boyd Kevin W. Bowyer A. Czajka 15 7 0 08 Jun 2023
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models Changhoon Kim Kyle Min Maitreya Patel Sheng Cheng Yezhou Yang WIGM 24 28 0 07 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor G. Loaiza-Ganem EGVM 33 95 0 07 Jun 2023
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy 21 12 0 07 Jun 2023
SF-FSDA: Source-Free Few-Shot Domain Adaptive Object Detection with Efficient Labeled Data Factory Hanqi Sun R. Gong Konrad Schindler Luc Van Gool 22 1 0 07 Jun 2023
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection Eduarda Caldeira Pedro C. Neto Tiago B. Gonccalves Naser Damer Ana F. Sequeira Jaime S. Cardoso CVBM 13 6 0 05 Jun 2023
GANs Settle Scores! Siddarth Asokan Nishanth Shetty Aadithya Srikanth C. Seelamantula 42 0 0 02 Jun 2023
Data Interpolants -- That's What Discriminators in Higher-order Gradient-regularized GANs Are Siddarth Asokan C. Seelamantula 32 4 0 01 Jun 2023
We never go out of Style: Motion Disentanglement by Subspace Decomposition of Latent Space Rishubh Parihar Raghav Magazine P. Tiwari R. Venkatesh Babu DRL 47 1 0 01 Jun 2023
Balancing Reconstruction and Editing Quality of GAN Inversion for Real Image Editing with StyleGAN Prior Latent Space Kai Katsumata D. Vo Bei Liu Hideki Nakayama 23 0 0 31 May 2023
Translation-Enhanced Multilingual Text-to-Image Generation Yaoyiran Li Ching-Yun Chang Stephen Rawls Ivan Vulić Anna Korhonen 21 8 0 30 May 2023
DualVAE: Controlling Colours of Generated and Real Images Keerth Rathakumar David Liebowitz Christian J. Walder Kristen Moore S. Kanhere 26 0 0 30 May 2023
TD-GEM: Text-Driven Garment Editing Mapper R. Dadfar Sanaz Sabzevari Mårten Björkman Danica Kragic DiffM 33 2 0 29 May 2023
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models Weijian Luo Tianyang Hu Shifeng Zhang Jiacheng Sun Zhenguo Li Zhihua Zhang 35 106 0 29 May 2023
Alteration-free and Model-agnostic Origin Attribution of Generated Images Zhenting Wang Chen Chen Yi Zeng Lingjuan Lyu Shiqing Ma 25 5 0 29 May 2023
Augmenting Character Designers Creativity Using Generative Adversarial Networks Mohammad Lataifeh Xavier A. Carrasco A. Elnagar Naveed Ahmed 20 1 0 28 May 2023
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling Tianqi Chen Mingyuan Zhou DiffM 60 7 0 28 May 2023
Toward Understanding Generative Data Augmentation Chenyu Zheng Guoqiang Wu Chongxuan Li 29 25 0 27 May 2023
DuDGAN: Improving Class-Conditional GANs via Dual-Diffusion Tae-Jung Yeom Minhyeok Lee DiffM 25 7 0 24 May 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myung-joo Kang OT 36 19 0 24 May 2023
'Tax-free' 3DMM Conditional Face Generation Yiwen Huang Zhiqiu Yu Xinjie Yi Yue Wang James Tompkin CVBM 22 0 0 22 May 2023
Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment Hongbin Lin Mingkui Tan Yifan Zhang Zhen Qiu Shuaicheng Niu Dong Liu Qing Du Yanxia Liu 57 0 0 22 May 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 28 1 0 19 May 2023
Progressive Learning of 3D Reconstruction Network from 2D GAN Data Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 33 13 0 18 May 2023
Learning Pose Image Manifolds Using Geometry-Preserving GANs and Elasticae Shenyuan Liang P. Turaga Anuj Srivastava 26 0 0 17 May 2023
FitMe: Deep Photorealistic 3D Morphable Model Avatars Alexandros Lattas Stylianos Moschoglou Stylianos Ploumpis Baris Gecer Jiankang Deng S. Zafeiriou DiffM 18 35 0 16 May 2023
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models Krishna Sri Ipsit Mantri Nevasini Sasikumar DiffM 32 1 0 15 May 2023
Laughing Matters: Introducing Laughing-Face Generation using Diffusion Models Antoni Bigata Casademunt Rodrigo Mira Nikita Drobyshev Konstantinos Vougioukas Stavros Petridis M. Pantic DiffM 64 2 0 15 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Siddarth Asokan C. Seelamantula GAN 69 1 0 12 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 58 12 0 11 May 2023
Analyzing Bias in Diffusion-based Face Generation Models Malsha V. Perera Vishal M. Patel DiffM 25 38 0 10 May 2023
Post-training Model Quantization Using GANs for Synthetic Data Generation Athanasios Masouris Mansi Sharma Adrian Boguszewski Alexander Kozlov Zhuo Wu Raymond Lo MQ 19 0 0 10 May 2023
TUVF: Learning Generalizable Texture UV Radiance Fields Annie Cheng Xueting Li Sifei Liu Xinyu Wang DiffM 44 7 0 04 May 2023
Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder Xinmiao Lin Yikang Li Jenhao Hsiao C. Ho Yu Kong 84 17 0 04 May 2023