WS
Wenzhe Shi
cs.CVcs.LGstat.MLAlgorithmsSubtraction Techniquecs.IRcs.AIcs.SIVentricular Function, LeftAtlases as Topic
On Valency
published · living versionsW_j35cphqe·v1 · currentpublished
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
with Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero +6
1 version
Preprints & journals
47 papers in the corpus · 2012–2025Learning to play: A Multimodal Agent for 3D Game-Play2510.16774v1 · Yuguang Yue, Irakli Salia, Samuel Hunt et al.2025 · 0 citationsarXiv
Integrating Transcriptomics, Network Pharmacology, and Machine Learning to Reveal Transglutaminase 2 (TGM2) as a Key Target Mediating Taurocholate Efficacy in Colitis.41009970 · Zhu, Junhong, Jia, Huijin, Yi, Lanlan et al.2025 · 1 citationGenes. 2025;16(9)
Pixels to Play: A Foundation Model for 3D Gameplay2508.14295v1 · Yuguang Yue, Chris Green, Samuel Hunt et al.2025 · 0 citationsConference on Games 2025 (Short paper)
Bile acids affect intestinal barrier function through FXR and TGR5.40692955 · Song, Guangyao, Xie, Yuxiao, Yi, Lanlan et al.2025 · 88 citationsFrontiers in medicine. 2025;12:1607899
Comparative Analysis of Short-Chain Fatty Acids and the Immune Barrier in Cecum of Dahe Pigs and Dahe Black Pigs.40218314 · Jia, Huijin, Xie, Yuxiao, Yi, Lanlan et al.2026 · 2 citationsAnimals : an open access journal from MDPI. 2025;15(7)
Multi-Objective Recommendation via Multivariate Policy Learning2405.02141v2 · Olivier Jeunen, Jatin Mandav, Ivan Potapov et al.2024 · 10 citationsarXiv
On Gradient Boosted Decision Trees and Neural Rankers: A Case-Study on Short-Video Recommendations at ShareChat2312.01760v1 · Olivier Jeunen, Hitesh Sagtani, Himanshu Doi et al.2023 · 4 citationsarXiv
Should I send this notification? Optimizing push notifications decision making by modeling the future2202.08812v1 · Conor O'Brien, Huasen Wu, Shaodan Zhai et al.2022 · 1 citationarXiv
Learning to Rank For Push Notifications Using Pairwise Expected Regret2201.07681v1 · Yuguang Yue, Yuanpu Xie, Huasen Wu et al.2022 · 0 citationsarXiv
The 2021 RecSys Challenge Dataset: Fairness is not optional2109.08245v3 · Luca Belli, Alykhan Tejani, Frank Portman et al.2021 · 13 citationsarXiv
Deep Bayesian Bandits: Exploring in Online Personalized Recommendations2008.00727v1 · Dalin Guo, Sofia Ira Ktena, Ferenc Huszar et al.2020 · 34 citationsarXiv
Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems2007.14523v1 · Caojin Zhang, Yicun Liu, Yuanpu Xie et al.2020 · 45 citationsarXiv
Privacy-Aware Recommender Systems Challenge on Twitter's Home Timeline2004.13715v3 · Luca Belli, Sofia Ira Ktena, Alykhan Tejani et al.2020 · 7 citationsarXiv
Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction1907.06558v2 · Sofia Ira Ktena, Alykhan Tejani, Lucas Theis et al.2019 · 57 citationsarXiv
Smile, Be Happy :) Emoji Embedding for Visual Sentiment Analysis1907.06160v3 · Ziad Al-Halah, Andrew Aitken, Wenzhe Shi et al.2019 · 37 citationsarXiv
Metabolic pathways associated with right ventricular adaptation to pulmonary hypertension: 3D analysis of cardiac magnetic resonance imaging.30535300 · Attard, Mark I, Dawes, Timothy J W, de Marvao, Antonio et al.2020 · 24 citationsEuropean heart journal. Cardiovascular Imaging. 2019;20(6):668-676
Identifying the optimal regional predictor of right ventricular global function: a high-resolution three-dimensional cardiac magnetic resonance study.30427059 · Dawes, T J W, de Marvao, A, Shi, W et al.2019 · 1 citationAnaesthesia. 2019;74(3):312-320
Three-dimensional cardiovascular imaging-genetics: a mass univariate framework.28968671 · Biffi, Carlo, de Marvao, Antonio, Attard, Mark I et al.2018 · 37 citationsBioinformatics (Oxford, England). 2018;34(1):97-103
Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks1711.06045v2 · Joost van Amersfoort, Wenzhe Shi, Alejandro Acosta et al.2017 · 32 citationsarXiv
Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize1707.02937v1 · Andrew Aitken, Christian Ledig, Lucas Theis et al.2017 · 137 citationsarXiv
Lossy Image Compression with Compressive Autoencoders1703.00395v1 · Lucas Theis, Wenzhe Shi, Andrew Cunningham et al.2017 · 580 citationsarXiv
Machine Learning of Three-dimensional Right Ventricular Motion Enables Outcome Prediction in Pulmonary Hypertension: A Cardiac MR Imaging Study.28092203 · Dawes, Timothy J W, de Marvao, Antonio, Shi, Wenzhe et al.2017 · 233 citationsRadiology. 2017;283(2):381-390
Fast Face-swap Using Convolutional Neural Networks1611.09577v2 · Iryna Korshunova, Wenzhe Shi, Joni Dambre et al.2016 · 507 citationsarXiv
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation1611.05250v2 · Jose Caballero, Christian Ledig, Andrew Aitken et al.2016 · 796 citationsarXiv
Amortised MAP Inference for Image Super-resolution1610.04490v3 · Casper Kaae S\onderby, Jose Caballero, Lucas Theis et al.2016 · 302 citationsarXiv
Is the deconvolution layer the same as a convolutional layer?1609.07009v1 · Wenzhe Shi, Jose Caballero, Lucas Theis et al.2016 · 113 citationsarXiv
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network1609.05158v2 · Wenzhe Shi, Jose Caballero, Ferenc Husz'ar et al.2016 · 7,512 citationsarXiv
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network1609.04802v5 · Christian Ledig, Lucas Theis, Ferenc Huszar et al.2016 · 13,045 citationsarXivon Valency
Relationship between body composition and left ventricular geometry using three dimensional cardiovascular magnetic resonance.27245154 · Corden, Ben, de Marvao, Antonio, Dawes, Timothy J et al.2017 · 34 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2016;18(1):32
Precursors of Hypertensive Heart Phenotype Develop in Healthy Adults: A High-Resolution 3D MRI Study.26476505 · de Marvao, Antonio, Dawes, Timothy J W, Shi, Wenzhe et al.2016 · 45 citationsJACC. Cardiovascular imaging. 2015;8(11):1260-9
A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion.26387054 · Bai, Wenjia, Shi, Wenzhe, de Marvao, Antonio et al.2016 · 170 citationsMedical image analysis. 2015;26(1):133-45
Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection.26133584 · Zhuang, Xiahai, Bai, Wenjia, Song, Jingjing et al.2016 · 89 citationsMedical physics. 2015;42(7):3822-33
4D Blood Flow Reconstruction Over the Entire Ventricle From Wall Motion and Blood Velocity Derived From Ultrasound Data.25955584 · Gomez, Alberto, de Vecchi, Adelaide, Jantsch, Martin et al.2016 · 28 citationsIEEE transactions on medical imaging. 2015;34(11):2298-308
Multi-atlas segmentation with augmented features for cardiac MR images.25299433 · Bai, Wenjia, Shi, Wenzhe, Ledig, Christian et al.2015 · 159 citationsMedical image analysis. 2015;19(1):98-109
A prospective evaluation of cardiovascular magnetic resonance measures of dyssynchrony in the prediction of response to cardiac resynchronization therapy.25084814 · Sohal, Manav, Duckett, Simon G, Zhuang, Xiahai et al.2015 · 46 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2014;16:58
Population-based studies of myocardial hypertrophy: high resolution cardiovascular magnetic resonance atlases improve statistical power.24490638 · de Marvao, Antonio, Dawes, Timothy J W, Shi, Wenzhe et al.2014 · 50 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2014;16:16
Multi-atlas spectral PatchMatch: application to cardiac image segmentation.25333137 · Shi, Wenzhe, Lombaert, Herve, Bai, Wenjia et al.2014 · 14 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2014;17(Pt 1):348-55
Evaluation of current algorithms for segmentation of scar tissue from late gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand challenge.24359544 · Karim, Rashed, Housden, R James, Balasubramaniam, Mayuragoban et al.2014 · 173 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2013;15:105
Understanding the need of ventricular pressure for the estimation of diastolic biomarkers.24092256 · Xi, Jiahe, Shi, Wenzhe, Rueckert, Daniel et al.2015 · 24 citationsBiomechanics and modeling in mechanobiology. 2014;13(4):747-57
Temporal sparse free-form deformations.23743085 · Shi, Wenzhe, Jantsch, Martin, Aljabar, Paul et al.2014 · 62 citationsMedical image analysis. 2013;17(7):779-89
Benchmarking framework for myocardial tracking and deformation algorithms: an open access database.23708255 · Tobon-Gomez, C, De Craene, M, McLeod, K et al.2014 · 171 citationsMedical image analysis. 2013;17(6):632-48
Model-guided directional minimal path for fully automatic extraction of coronary centerlines from cardiac CTA.24505709 · Liu, Liu, Shi, Wenzhe, Rueckert, Daniel et al.2014 · 8 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2013;16(Pt 1):542-9
Cardiac image super-resolution with global correspondence using multi-atlas patchmatch.24505738 · Shi, Wenzhe, Caballero, Jose, Ledig, Christian et al.2014 · 242 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2013;16(Pt 3):9-16
The estimation of patient-specific cardiac diastolic functions from clinical measurements.23153619 · Xi, Jiahe, Lamata, Pablo, Niederer, Steven et al.2013 · 114 citationsMedical image analysis. 2013;17(2):133-46
Remodeling after acute myocardial infarction: mapping ventricular dilatation using three dimensional CMR image registration.22720881 · O'Regan, Declan P, Shi, Wenzhe, Ariff, Ben et al.2012 · 32 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2012;14:41
A comprehensive cardiac motion estimation framework using both untagged and 3-D tagged MR images based on nonrigid registration.22345530 · Shi, Wenzhe, Zhuang, Xiahai, Wang, Haiyan et al.2012 · 84 citationsIEEE transactions on medical imaging. 2012;31(6):1263-75
Registration using sparse free-form deformations.23286105 · Shi, Wenzhe, Zhuang, Xiahai, Pizarro, Luis et al.2013 · 34 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2012;15(Pt 2):659-66
Career total: 107 works. 47 are in this corpus.
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