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CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval


Feb 04, 2021
Hai X. Pham, Ricardo Guerrero, Jiatong Li, Vladimir Pavlovic

* 22 pages, accepted in AAAI 2021 

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Cross-modal Retrieval and Synthesis (X-MRS): Closing the modality gap in shared subspace


Dec 21, 2020
Ricardo Guerrero, Hai Xuan Pham, Vladimir Pavlovic


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MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs


Dec 04, 2020
Fangda Han, Guoyao Hao, Ricardo Guerrero, Vladimir Pavlovic


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Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach


Dec 01, 2020
Minyoung Kim, Ricardo Guerrero, Vladimir Pavlovic


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Picture-to-Amount (PITA): Predicting Relative Ingredient Amounts from Food Images


Oct 17, 2020
Jiatong Li, Fangda Han, Ricardo Guerrero, Vladimir Pavlovic


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CookGAN: Meal Image Synthesis from Ingredients


Feb 25, 2020
Fangda Han, Ricardo Guerrero, Vladimir Pavlovic

* 10 pages, 5 figures, accepted by WACV 2020. arXiv admin note: substantial text overlap with arXiv:1905.13149 

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Deep Cooking: Predicting Relative Food Ingredient Amounts from Images


Sep 26, 2019
Jiatong Li, Ricardo Guerrero, Vladimir Pavlovic


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The Art of Food: Meal Image Synthesis from Ingredients


May 09, 2019
Fangda Han, Ricardo Guerrero, Vladimir Pavlovic

* 12 pages, 6 figures, 2 tables, under review as a conference paper at BMVC 2019 

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Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes


Apr 19, 2019
Ognjen Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly Peterson, Daniel Rueckert, Rosalind W. Picard


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GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks


Oct 25, 2018
Christopher Bowles, Liang Chen, Ricardo Guerrero, Paul Bentley, Roger Gunn, Alexander Hammers, David Alexander Dickie, Maria Valdés Hernández, Joanna Wardlaw, Daniel Rueckert


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Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents


Jun 08, 2018
Amir Alansary, Loic Le Folgoc, Ghislain Vaillant, Ozan Oktay, Yuanwei Li, Wenjia Bai, Jonathan Passerat-Palmbach, Ricardo Guerrero, Konstantinos Kamnitsas, Benjamin Hou, Steven McDonagh, Ben Glocker, Bernhard Kainz, Daniel Rueckert

* Accepted for MICCAI2018 

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Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease


Jun 05, 2018
Sarah Parisot, Sofia Ira Ktena, Enzo Ferrante, Matthew Lee, Ricardo Guerrero, Ben Glocker, Daniel Rueckert

* in Press at Medical Image Analysis, MICCAI 2017 Special Issue 

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Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13)


May 04, 2018
Yuria Utsumi, Ognjen Rudovic, Kelly Peterson, Ricardo Guerrero, Rosalind W. Picard

* International Engineering in Medicine and Biology Conference (EMBC) 2018 - accepted. 5 pages. arXiv admin note: text overlap with arXiv:1712.00181 

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Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression


May 04, 2018
Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard

* 13 pages 

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