Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

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Title
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
A Universal Anti-Spoofing Approach for Contactless Fingerprint Biometric Systems Banafsheh Adami Sara Tehranipoor Nasser M. Nasrabadi Nima Karimian AAML 8 7 0 23 Oct 2023
One-for-All: Towards Universal Domain Translation with a Single StyleGAN Yong Du Jiahui Zhan Shengfeng He Xinzhe Li Junyu Dong Sheng Chen Ming-Hsuan Yang VLM 33 2 0 22 Oct 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 34 149 0 22 Oct 2023
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning Amey P. Pasarkar Adji Bousso Dieng 27 11 0 19 Oct 2023
On the Distributed Evaluation of Generative Models Zixiao Wang Farzan Farnia Zhenghao Lin Yunheng Shen Bei Yu EGVM FedML 21 2 0 18 Oct 2023
HairCLIPv2: Unifying Hair Editing via Proxy Feature Blending Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Weiming Zhang Gang Hua Neng H. Yu 34 12 0 16 Oct 2023
Feature Proliferation -- the "Cancer" in StyleGAN and its Treatments Shuang Song Yuanbang Liang Jing Wu Yu-Kun Lai Yipeng Qin MedIm 18 0 0 13 Oct 2023
Debias the Training of Diffusion Models Huikang Yu Li Shen Jie Huang Man Zhou Hongsheng Li Feng Zhao DiffM 24 3 0 12 Oct 2023
CleftGAN: Adapting A Style-Based Generative Adversarial Network To Create Images Depicting Cleft Lip Deformity Abdullah Hayajneh E. Serpedin M. Shaqfeh Graeme Glass M. Stotland GAN MedIm 33 2 0 12 Oct 2023
BrainVoxGen: Deep learning framework for synthesis of Ultrasound to MRI Shubham Singh Mrunal Bewoor Ammar Ranapurwala Satyam Rai Sheetal Patil MedIm 30 1 0 11 Oct 2023
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 18 1 0 09 Oct 2023
FluxGAN: A Physics-Aware Generative Adversarial Network Model for Generating Microstructures That Maintain Target Heat Flux A. Pimachev Manoj Settipalli Sanghamitra Neogi AI4CE 35 0 0 06 Oct 2023
Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition Patrick J. Tinsley Sandip Purnapatra Mahsa Mitcheff Aidan Boyd Colton R. Crum ... Guangzhe Zhao Juan Tapia Christoph Busch Carlos Aravena Daniel Schulz VLM 54 8 0 06 Oct 2023
Enhancing the Authenticity of Rendered Portraits with Identity-Consistent Transfer Learning Luyuan Wang Yiqian Wu Yongliang Yang Chen Liu Xiaogang Jin 18 1 0 06 Oct 2023
Observation-Guided Diffusion Probabilistic Models Junoh Kang Jinyoung Choi Sungik Choi Bohyung Han 34 1 0 06 Oct 2023
Accelerated Neural Network Training with Rooted Logistic Objectives Zhu Wang Praveen Raj Veluswami Harshit Mishra Sathya Ravi 32 0 0 05 Oct 2023
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models Marien Renaud Jiaming Liu Valentin De Bortoli Andrés Almansa Ulugbek S. Kamilov 48 5 0 05 Oct 2023
MUNCH: Modelling Unique Ñ Controllable Heads Debayan Deb Suvidha Tripathi Pranit Puri DiffM 16 1 0 04 Oct 2023
Analyzing and Improving Optimal-Transport-based Adversarial Networks Jaemoo Choi Jaewoong Choi Myungjoo Kang OT 32 4 0 04 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 2023
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion Dongjun Kim Chieh-Hsin Lai Wei-Hsiang Liao Naoki Murata Yuhta Takida Toshimitsu Uesaka Yutong He Yuki Mitsufuji Stefano Ermon DiffM 38 170 0 01 Oct 2023
Diffusion Posterior Illumination for Ambiguity-aware Inverse Rendering Linjie Lyu A. Tewari Marc Habermann Shunsuke Saito Michael Zollhöfer Thomas Leimkuhler Christian Theobalt DiffM 21 3 0 30 Sep 2023
Structural Adversarial Objectives for Self-Supervised Representation Learning Xiao Zhang Michael Maire 16 0 0 30 Sep 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 29 3 0 30 Sep 2023
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis Shirin Shoushtari Jiaming Liu Edward P. Chandler M. Salman Asif Ulugbek S. Kamilov 28 4 0 29 Sep 2023
FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery Tasin Islam A. Miron Xiaohui Liu Yongmin Li DiffM 26 3 0 29 Sep 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 38 2 0 28 Sep 2023
Learning Effective NeRFs and SDFs Representations with 3D Generative Adversarial Networks for 3D Object Generation Zheyuan Yang Yibo Liu Guile Wu Tongtong Cao Y. Ren Yang Liu Bingbing Liu 32 4 0 28 Sep 2023
OrthoPlanes: A Novel Representation for Better 3D-Awareness of GANs Honglin He Zhuoqian Yang Shikai Li Elizabeth M. Bonsignore Wayne Wu 35 7 0 27 Sep 2023
Subjective Face Transform using Human First Impressions Chaitanya Roygaga Joshua Krinsky Kai Zhang Kenny Kwok Aparna Bharati CVBM 41 0 0 27 Sep 2023
In-Domain GAN Inversion for Faithful Reconstruction and Editability Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen Bolei Zhou DiffM 28 4 0 25 Sep 2023
On the Posterior Distribution in Denoising: Application to Uncertainty Quantification Hila Manor T. Michaeli UQCV 23 17 0 24 Sep 2023
TextCLIP: Text-Guided Face Image Generation And Manipulation Without Adversarial Training Xiaozhou You Jian Zhang CLIP VLM 15 0 0 21 Sep 2023
Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates Kashun Shum Jaeyeon Kim Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 3DH AI4CE 21 7 0 20 Sep 2023
UGC: Unified GAN Compression for Efficient Image-to-Image Translation Yuxi Ren Jie Wu Peng Zhang Manlin Zhang Xuefeng Xiao Qian He Rui Wang Min Zheng Xin Pan 24 2 0 17 Sep 2023
Enhancing GAN-Based Vocoders with Contrastive Learning Under Data-limited Condition Haoming Guo Seth Z. Zhao Jiachen Lian Gopala Anumanchipalli Gerald Friedland 21 2 0 16 Sep 2023
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups Parsa Rahimi Christophe Ecabert S´ebastien Marcel CVBM 26 5 0 15 Sep 2023
Dataset Condensation via Generative Model David Junhao Zhang Heng Wang Chuhui Xue Rui Yan Wenqing Zhang Song Bai Mike Zheng Shou DD 26 11 0 14 Sep 2023
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach Guillaume Jeanneret Loïc Simon Frédéric Jurie DiffM 30 12 0 14 Sep 2023
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images Zhiyun Song Penghui Du Junpeng Yan Keqin Li Jianzhong Shou Maode Lai Yubo Fan Yan Xu 32 7 0 14 Sep 2023
Differentiable JPEG: The Devil is in the Details Christoph Reich Biplob K. Debnath Deep Patel S. Chakradhar DiffM 21 8 0 13 Sep 2023
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood Y. Zhu Jianwen Xie Yingnian Wu Ruiqi Gao DiffM 28 11 0 10 Sep 2023
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 26 4 0 06 Sep 2023
Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models Dogyun Park Suhyun Kim EGVM 14 3 0 04 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 34 2 0 03 Sep 2023
Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation Fei Gao Yifan Zhu Changlong Jiang N. Wang CVBM 3DH 17 6 0 01 Sep 2023
Unsupervised evaluation of GAN sample quality: Introducing the TTJac Score Egor Sevriugov Ivan V. Oseledets EGVM 25 0 0 31 Aug 2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation Yuhan Wang Liming Jiang Chen Change Loy VGen 40 14 0 31 Aug 2023