Consistency Regularization for Generative Adversarial Networks

26 October 2019

Papers citing "Consistency Regularization for Generative Adversarial Networks"

50 / 153 papers shown

Title
Addressing Missing Data Issue for Diffusion-based Recommendation Wenyu Mao Zhengyi Yang Jiancan Wu Haozhe Liu Yancheng Yuan Xiang Wang Xiangnan He 7 0 0 18 May 2025
Style Quantization for Data-Efficient GAN Training Jian Wang Xin Lan Jizhe Zhou Yuxin Tian Jiancheng Lv 51 0 0 31 Mar 2025
$\mathbfΦ$ -GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data Xidan Zhang Yihan Zhuang Qian Guo Haodong Yang Xuelin Qian Gong Cheng Junwei Han Zhongling Huang GAN AI4CE 45 0 0 04 Mar 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 148 5 0 21 Feb 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer Hongyu Chen Zihan Wang Xianrui Li Xingchen Sun Fangyi Chen Jiang Liu Jingbo Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 114 7 0 14 Dec 2024
Face De-identification: State-of-the-art Methods and Comparative Studies Jingyi Cao Xiangyi Chen Bo Liu Ming Ding Rong Xie Li-Na Song Zhu Li Wenjun Zhang PICV 57 2 0 15 Nov 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni Shan Zhang Piotr Koniusz 187 2 0 25 Sep 2024
GANs Conditioning Methods: A Survey Anis Bourou Valérie Mezger Auguste Genovesio EGVM AI4CE 49 0 0 28 Aug 2024
MS $^3$ D: A RG Flow-Based Regularization for GAN Training with Limited Data Jian Wang Xin Lan Yuxin Tian Jiancheng Lv AI4CE 38 1 0 20 Aug 2024
Rethinking Image Skip Connections in StyleGAN2 Seung Park Y. Shin 54 2 0 08 Jul 2024
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss Baoren Xiao Hao Ni Weixin Yang GAN 51 0 0 27 May 2024
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 29 1 0 08 May 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 39 0 0 02 May 2024
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation Bin Zhao Chunshi Wang Shuxue Ding 43 2 0 01 May 2024
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation Stanislav Frolov Brian B. Moser Sebastián M. Palacio Andreas Dengel DiffM 21 0 0 11 Apr 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 40 1 0 31 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 42 19 0 15 Mar 2024
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions Saeed Khorram Mingqi Jiang Mohamad Shahbazi Mohamad H. Danesh Li Fuxin GAN 50 1 0 26 Feb 2024
A Review of Machine Learning Methods Applied to Video Analysis Systems Marios S. Pattichis Venkatesh Jatla Alvaro E. Ullao Cerna 24 3 0 08 Dec 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
Enhancing Deep Neural Network Training Efficiency and Performance through Linear Prediction Hejie Ying Mengmeng Song Yaohong Tang S. Xiao Zimin Xiao 33 8 0 17 Oct 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu Jiangning Zhang L. Liu Ran Yi Siqi Kou Haokun Zhu Xu Chen Yabiao Wang Chengjie Wang Lizhuang Ma DiffM 42 11 0 07 Sep 2023
PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning Achintha Wijesinghe Songyang Zhang Zhi Ding 31 2 0 23 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
UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data Achintha Wijesinghe Songyang Zhang Siyu Qi Zhi Ding FedML 24 2 0 10 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 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
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography Yidong Gu Yoshito Otake Keisuke Uemura Mazen Soufi Masaki Takao Hugues Talbot S. Okada Nobuhiko Sugano Yoshinobu Sato OOD 16 10 0 21 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
Stability Analysis Framework for Particle-based Distance GANs with Wasserstein Gradient Flow Chuqi Chen Yue Wu Yang Xiang GAN 17 0 0 04 Jul 2023
Penalty Gradient Normalization for Generative Adversarial Networks Tian Xia GAN 21 1 0 23 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
PS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy Achintha Wijesinghe Songyang Zhang Zhi Ding FedML 29 7 0 19 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning Jun Shu Xiang Yuan Deyu Meng Zongben Xu 28 4 0 13 May 2023
Consistency Regularization for Domain Generalization with Logit Attribution Matching Han Gao Kaican Li Weiyan Xie Zhi Lin Yongxiang Huang Luning Wang Caleb Chen Cao N. Zhang 13 2 0 13 May 2023
ComGAN: Toward GANs Exploiting Multiple Samples Hae-Hwan Lee GAN 31 0 0 24 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 79 29 0 06 Apr 2023
Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring Nikhil Cherian Kurian Varsha S Abhijit Patil Shashikant D. Khade A. Sethi OOD 25 1 0 17 Mar 2023
Improving GAN Training via Feature Space Shrinkage Haozhe Liu Wentian Zhang Bing Li Haoqian Wu Nanjun He Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN 13 6 0 02 Mar 2023
Consistency Models Yang Song Prafulla Dhariwal Mark Chen Ilya Sutskever VLM DiffM 51 872 0 02 Mar 2023
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer Yuhta Takida Masaaki Imaizumi Takashi Shibuya Chieh-Hsin Lai Toshimitsu Uesaka Naoki Murata Yuki Mitsufuji GAN 26 11 0 30 Jan 2023
Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data Yuhao Zhang Chen Xu Bojie Hu Chunliang Zhang Tong Xiao Jingbo Zhu 27 15 0 04 Dec 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun A. Schwing GAN 25 16 0 27 Nov 2022
ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data Jie Cao Mandi Luo Junchi Yu Mingmin Yang Ran He 35 4 0 27 Oct 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 25 4 0 24 Oct 2022
Improving GANs with a Feature Cycling Generator Seung-won Park Y. Shin 24 0 0 18 Oct 2022
Boosting Star-GANs for Voice Conversion with Contrastive Discriminator Shijing Si Jianzong Wang Xulong Zhang Xiaoyang Qu Ning Cheng Jing Xiao 27 1 0 21 Sep 2022
Improving GANs with A Dynamic Discriminator Ceyuan Yang Yujun Shen Yinghao Xu Deli Zhao Bo Dai Bolei Zhou TTA 61 24 0 20 Sep 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 33 9 0 25 Aug 2022
Improving GANs for Long-Tailed Data through Group Spectral Regularization Harsh Rangwani Naman Jaswani Tejan Karmali Varun Jampani R. Venkatesh Babu 23 21 0 21 Aug 2022