CollaGAN : Collaborative GAN for Missing Image Data Imputation

28 January 2019

Papers citing "CollaGAN : Collaborative GAN for Missing Image Data Imputation"

46 / 46 papers shown

Title
Unified Cross-Modal Image Synthesis with Hierarchical Mixture of Product-of-Experts R. Dorent Nazim Haouchine A. Golby Sarah F. Frisken Tina Kapur W. Wells 33 0 0 25 Oct 2024
A Missing Data Imputation GAN for Character Sprite Generation Flávio R. S. Coutinho Luiz Chaimowicz GAN 34 0 0 16 Sep 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 40 13 0 22 May 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation Fuat Arslan Bilal Kabas Onat Dalmaz Muzaffer Özbey Tolga Çukur MedIm DiffM 43 12 0 10 May 2024
BlockEcho: Retaining Long-Range Dependencies for Imputing Block-Wise Missing Data Qiao Han Mingqian Li Yao Yang Yiteng Zhai 41 0 0 29 Feb 2024
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 27 11 0 09 Dec 2023
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations R. Dorent Nazim Haouchie Fryderyk Kogl Samuel Joutard Parikshit Juvekar ... Sebastien Ourselin Sarah F. Frisken Tom Kamiel Magda Vercauteren Tina Kapur William M. Wells 29 6 0 15 Sep 2023
Unified Multi-Modal Image Synthesis for Missing Modality Imputation Yue Zhang Chengtao Peng Qiuli Wang Dan Song Kaiyan Li S. Kevin Zhou MedIm 47 22 0 11 Apr 2023
Prototype Knowledge Distillation for Medical Segmentation with Missing Modality Shuai Wang Zipei Yan Daoan Zhang Haining Wei Zhong Li Ruizhen Li 16 36 0 17 Mar 2023
Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data Zongyu Dai Zhiqi Bu Q. Long 35 4 0 23 Nov 2022
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques Mingxuan Liu Siqi Li Han Yuan M. Ong Yilin Ning F. Xie S. Saffari V. Volovici Bibhas Chakraborty Nan Liu AI4TS 27 52 0 15 Oct 2022
Diffusion-based Image Translation using Disentangled Style and Content Representation Gihyun Kwon Jong Chul Ye DiffM 162 155 0 30 Sep 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 44 276 0 17 Jul 2022
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis Onat Dalmaz Muhammad Usama Mirza Gokberk Elmas Muzaffer Özbey S. Dar Emir Ceyani Salman Avestimehr Tolga cCukur MedIm 31 39 0 13 Jul 2022
Facing the Void: Overcoming Missing Data in Multi-View Imagery Gabriel L. S. Machado Keiller Nogueira M. B. Pereira J. D. Santos 37 5 0 21 May 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 19 55 0 28 Apr 2022
Supplementing Missing Visions via Dialog for Scene Graph Generations Zhenghao Zhao Ye Zhu Xiaoguang Zhu Yuzhang Shang Yan Yan 37 1 0 23 Apr 2022
FragmGAN: Generative Adversarial Nets for Fragmentary Data Imputation and Prediction Fang Fang Shenliao Bao AI4CE GAN 11 7 0 09 Mar 2022
SAITS: Self-Attention-based Imputation for Time Series Wenjie Du David Cote Yong-Jin Liu AI4TS 21 230 0 17 Feb 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 28 7 0 14 Feb 2022
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems Zongyu Dai Zhiqi Bu Qi Long GAN 17 21 0 21 Dec 2021
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records Wenrui Li Xiaoyu Wang Y. Sun S. Milanović Mark A. Kon J. Castrillón-Candás 16 5 0 19 Oct 2021
IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Grace Deng Cuize Han T. Dreossi Clarence Lee David S. Matteson AI4TS 31 8 0 14 Oct 2021
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging Shunxing Bao Yucheng Tang Ho Hin Lee Riqiang Gao S. Chiron ... Lori A. Coburn K. Wilson Joseph T. Roland Bennett A. Landman Yuankai Huo 30 4 0 18 Sep 2021
A review and experimental evaluation of deep learning methods for MRI reconstruction Arghya Pal Yogesh Rathi 3DV 47 41 0 17 Sep 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 32 338 0 30 Jun 2021
Behind the leaves -- Estimation of occluded grapevine berries with conditional generative adversarial networks Jana Kierdorf I. Weber A. Kicherer Laura Zabawa L. Drees R. Roscher GAN 14 34 0 21 May 2021
Representation Disentanglement for Multi-modal brain MR Analysis J. Ouyang Ehsan Adeli K. Pohl Qingyu Zhao Greg Zaharchuk 22 37 0 23 Feb 2021
Image-to-Image Translation: Methods and Applications Yingxue Pang Jianxin Lin Tao Qin Zhibo Chen VLM 35 259 0 21 Jan 2021
Semi-Supervised Learning of Mutually Accelerated MRI Synthesis without Fully-Sampled Ground Truths Mahmut Yurt S. Dar Muzaffer Özbey Berk Tınaz Kader Karli Ouguz Tolga cCukur MedIm 19 8 0 29 Nov 2020
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery Mahmut Yurt Muzaffer Özbey S. Dar Berk Tınaz K. Oguz Tolga Çukur MedIm 33 29 0 27 Nov 2020
Extended Missing Data Imputation via GANs for Ranking Applications Grace Deng Cuize Han David S. Matteson SyDa 28 8 0 04 Nov 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 17 20 0 28 Oct 2020
Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy Alvaro Gomariz Tiziano Portenier Patrick M. Helbling S. Isringhausen U. Suessbier C. Nombela-Arrieta O. Goksel 14 12 0 27 Aug 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke B. Wood Daguang Xu MedIm 18 69 0 10 Jul 2020
OT-driven Multi-Domain Unsupervised Ultrasound Image Artifact Removal using a Single CNN Jaeyoung Huh Shujaat Khan J. C. Ye 14 2 0 10 Jul 2020
Multi-Kernel Fusion for RBF Neural Networks S. Atif Shujaat Khan I. Naseem R. Togneri Bennamoun 11 10 0 06 Jul 2020
Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network Magda Friedjungová Daniel Vasata Maksym Balatsko M. Jiřina DiffM SyDa GAN 14 12 0 21 Jun 2020
Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images Tongge Huang Pranamesh Chakraborty Anuj Sharma AI4TS 11 35 0 05 May 2020
Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis Bingyu Xin Yifan Hu Yefeng Zheng H. Liao GAN MedIm 25 25 0 02 May 2020
Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition Yunhao Ge Jiaping Zhao Laurent Itti 14 8 0 19 Mar 2020
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 33 142 0 25 Sep 2019
CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Sungjun Lim Hyoungjun Park Sang-Eun Lee Sunghoe Chang J. C. Ye 20 40 0 26 Aug 2019
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN Dongwook Lee Won-Jin Moon J. C. Ye GAN MedIm 36 8 0 10 May 2019
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 28 16 0 02 Feb 2019
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012