Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,046 papers shown

Title
Efficient generative adversarial networks using linear additive-attention Transformers Emilio Morales-Juarez Gibran Fuentes Pineda 39 3 0 17 Jan 2024
What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs Alex Trevithick Matthew Chan Towaki Takikawa Umar Iqbal Shalini De Mello Manmohan Chandraker Ravi Ramamoorthi Koki Nagano 3DV 59 6 0 04 Jan 2024
Few-shot Image Generation via Information Transfer from the Built Geodesic Surface Yuexing Han Liheng Ruan Bing Wang 35 1 0 03 Jan 2024
EFHQ: Multi-purpose ExtremePose-Face-HQ dataset T. Dao D. Vu Cuong Pham Anh Tran 26 1 0 28 Dec 2023
High-Fidelity Diffusion-based Image Editing Chen Hou Guoqiang Wei Zhibo Chen DiffM 32 3 0 25 Dec 2023
Inclusive normalization of face images to passport format Hongliu Cao Minh N. Do Alexis Ravanel Eoin Thomas CVBM 19 1 0 22 Dec 2023
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs Artem Sevastopolsky Philip-William Grassal Simon Giebenhain ShahRukh Athar Luisa Verdoliva Matthias Niessner 3DH 55 4 0 21 Dec 2023
Diff-Oracle: Deciphering Oracle Bone Scripts with Controllable Diffusion Model Jing Li Qiuxia Wang Siyuan Wang Rui Zhang Kaizhu Huang Erik Cambria 47 0 0 21 Dec 2023
EyePreserve: Identity-Preserving Iris Synthesis Siamul Karim Khan Patrick J. Tinsley Mahsa Mitcheff Patrick Flynn Kevin W. Bowyer A. Czajka CVBM 81 2 0 19 Dec 2023
Federated Multi-View Synthesizing for Metaverse Yiyu Guo Zhijing Qin Xiaoming Tao Geoffrey Ye Li 33 8 0 18 Dec 2023
Fusing Conditional Submodular GAN and Programmatic Weak Supervision Kumar Shubham Pranav Sastry AP Prathosh 27 1 0 16 Dec 2023
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition Chengxi Lei Satwinder Singh Feng Hou Xiaoyun Jia Ruili Wang 25 1 0 13 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 31 28 0 12 Dec 2023
CAD: Photorealistic 3D Generation via Adversarial Distillation Bo Liu Despoina Paschalidou Ian Huang Hongyu Liu Bokui Shen Xiaoyu Xiang Jing Liao Leonidas J. Guibas DiffM 78 11 0 11 Dec 2023
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns Shuliang Ning Duomin Wang Yipeng Qin Zirong Jin Baoyuan Wang Xiaoguang Han DiffM 27 11 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 29 28 0 07 Dec 2023
Forensic Iris Image Synthesis R. Bhuiyan A. Czajka 3DH CVBM 15 4 0 07 Dec 2023
FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou S. Zafeiriou 30 2 0 07 Dec 2023
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention Jianjin Xu Saman Motamed Praneetha Vaddamanu C. Wu Christian Haene Jean-Charles Bazin Fernando de la Torre 33 11 0 06 Dec 2023
Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks L. Drees Dereje T. Demie Madhuri R. Paul Johannes Leonhardt Sabine J. Seidel Thomas F. Döring R. Roscher 14 2 0 06 Dec 2023
Learning Energy-based Model via Dual-MCMC Teaching Jiali Cui Tian Han 24 10 0 05 Dec 2023
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 31 66 0 04 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting Jin Liu Huaibo Huang Chao Jin Ran He DiffM 100 9 0 03 Dec 2023
Stable Messenger: Steganography for Message-Concealed Image Generation Quang H. Nguyen Truong Vu Cuong Pham Anh Tran Khoi Duc Minh Nguyen 14 2 0 03 Dec 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 124 219 0 30 Nov 2023
TrustMark: Universal Watermarking for Arbitrary Resolution Images Tu Bui S. Agarwal John Collomosse 33 16 0 30 Nov 2023
Do text-free diffusion models learn discriminative visual representations? Soumik Mukhopadhyay M. Gwilliam Yosuke Yamaguchi Vatsal Agarwal Namitha Padmanabhan Archana Swaminathan Dinesh Manocha Abhinav Shrivastava DiffM 29 12 1 29 Nov 2023
Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation Pramook Khungurn 41 4 0 29 Nov 2023
Exploring Attribute Variations in Style-based GANs using Diffusion Models Rishubh Parihar Prasanna Balaji Raghav Magazine Sarthak Vora Tejan Karmali Varun Jampani R. V. Babu DiffM 32 1 0 27 Nov 2023
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models Fei Kong Jinhao Duan Lichao Sun Hao-Ran Cheng Renjing Xu Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu 44 3 0 23 Nov 2023
Human Machine Co-Creation. A Complementary Cognitive Approach to Creative Character Design Process Using GANs Mohammad Lataifeh Xavier A Carrascoa Ashraf M Elnagara Naveed Ahmeda Imran N. Junejo GAN 15 0 0 23 Nov 2023
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend M. Woodland Austin Castelo Mais Al Taie Jessica Albuquerque Marques Silva Mohamed Eltaher ... Austin Castelo Suprateek Kundu Joshua P. Yung Ankit B. Patel Kristy K. Brock MedIm AAML 40 10 0 22 Nov 2023
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs Viraj Shah Nataniel Ruiz Forrester Cole Erika Lu Svetlana Lazebnik Yuanzhen Li Varun Jampani DiffM 36 100 0 22 Nov 2023
High-Quality Face Caricature via Style Translation Lamyanba Laishram Muhammad Shaheryar Jong Taek Lee Soon Ki Jung CVBM 3DH 27 4 0 22 Nov 2023
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images Zhiyun Song Zengxin Qi Xin Wang Xiangyu Zhao Zhenrong Shen ... Dongdong Chen Linlin Yao Qian Wang Xuehai Wu Lichi Zhang MedIm 39 2 0 14 Nov 2023
Peer is Your Pillar: A Data-unbalanced Conditional GANs for Few-shot Image Generation Ziqiang Li Chaoyue Wang Xue Rui Chao Xue Jiaxu Leng Bin Li GAN VLM 19 3 0 14 Nov 2023
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation Ümit Mert Çaglar Alperen Inci Oguz Hanoglu Gorkem Polat A. Temi̇zel MedIm 16 0 0 10 Nov 2023
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data Meiling Fang Marco Huber Julian Fierrez Raghavendra Ramachandra Naser Damer ... Guangzhe Zhao Juan Tapia Lázaro J. González Soler Carlos Aravena Daniel Schulz CVBM 35 4 0 09 Nov 2023
Anonymizing medical case-based explanations through disentanglement Helena Montenegro Jaime S. Cardoso 14 8 0 08 Nov 2023
Energy-Calibrated VAE with Test Time Free Lunch Yihong Luo Si-Huang Qiu Xingjian Tao Yujun Cai Jing Tang 24 4 0 07 Nov 2023
Bias and Diversity in Synthetic-based Face Recognition Marco Huber An Luu Fadi Boutros Arjan Kuijper Naser Damer 41 13 0 07 Nov 2023
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy Lukasz Struski Tomasz Urbañczyk Krzysztof Bucki Bartłomiej Cupiał Aneta Kaczyńska P. Spurek Jacek Tabor MedIm GAN 26 1 0 07 Nov 2023
ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation Xing Di Yiyu Zheng Xiaoming Liu Yu Cheng 18 3 0 03 Nov 2023
FacadeNet: Conditional Facade Synthesis via Selective Editing Yiangos Georgiou Marios Loizou Tom Kelly Melinos Averkiou 30 0 0 02 Nov 2023
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning Jiwan Hur Jaehyun Choi Gyojin Han Dong-Jae Lee Junmo Kim 30 4 0 02 Nov 2023
On Measuring Fairness in Generative Models Christopher T. H. Teo Milad Abdollahzadeh Ngai-man Cheung EGVM 25 5 0 30 Oct 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 59 1 0 30 Oct 2023
Attribute Based Interpretable Evaluation Metrics for Generative Models Dongkyun Kim Mingi Kwon Youngjung Uh EGVM 17 2 0 26 Oct 2023
Three-dimensional Bone Image Synthesis with Generative Adversarial Networks Christoph Angermann Johannes Bereiter-Payr Kerstin Stock Markus Haltmeier Gerald Degenhart MedIm 30 1 0 26 Oct 2023
Learning Robust Deep Visual Representations from EEG Brain Recordings Prajwal Singh Dwip Dalal Gautam Vashishtha KrishnaP Miyapuram Shanmuganathan Raman 35 19 0 25 Oct 2023