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Adalberto Claudio Quiros | PhD Candidate at University of ...
https://adalbertocq.github.io/
Adalberto Claudio Quiros About Me I’m a third year PhD student advised by Ke Yuan and Roderick Murray-Smith at the Univeristy of Glasgow, Computing Science department. I’m interested in generative models, causal inference, representation learning (unsupervised and self-supervised), and interpretability of latent variable models.
Adalberto Claudio Quiros - K. Yuan Lab
https://kyuanlab.org/team/adal-quiros/
Adalberto Claudio Quiros Adalberto Claudio Quiros PhD student GitHub AdalbertoCq Website https://adalbertocq.github.io/ I’m a second year PhD student advised by Ke Yuan and Roderick Murray-Smith at the Univeristy of Glasgow, Computing Science department.
Adalberto Claudio Quiros | DeepAI
https://deepai.org/profile/adalberto-claudio-quiros
08/04/2021 ∙ by Adalberto Claudio Quiros, et al. ∙ 14 ∙ share read it Learning a low dimensional manifold of real cancer tissue with PathologyGAN
Adalberto Claudio Quiros - CS PHD Student - University of ...
https://uk.linkedin.com/in/adalberto-claudio-quiros-99575166
Adalberto Claudio Quiros Computer Science PhD Student United Kingdom408 connections Join to Connect University of Glasgow Illinois Institute of Technology Personal Website About PhD student advised...
AdalbertoCq (Adalberto Claudio Quiros) · GitHub
https://github.com/AdalbertoCq
Adalberto Claudio Quiros AdalbertoCq Follow. CS PhD Candidate at @UofGlasgow. 58 followers · 23 following · 172 @UofGlasgow. Glasgow, Scotland; https://adalbertocq.github.io/ @Adalberto_Cq; Achievements. Achievements. Block or Report Block or …
AdalbertoCq(Adalberto Claudio Quiros) - Giters
https://giters.com/AdalbertoCq
Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings of The 3rd International Conference on Medical Imaging with Deep Learning (MIDL) 2020'
PathologyGAN: Learning deep representations of cancer tissue
http://proceedings.mlr.press/v121/quiros20a.html
Adalberto Claudio Quiros, Roderick Murray-Smith, Ke Yuan Proceedings of the Third Conference on Medical Imaging with Deep Learning, PMLR 121:669-695, 2020. Abstract We apply Generative Adversarial Networks (GANs) to the domain of digital pathology.
Learning a low dimensional manifold of real cancer tissue ...
https://kyuanlab.org/papers/pathology-gan-real/
Adalberto Claudio Quiros, Roderick Murray-Smith, Ke Yuan 2020. NeurIPS (2020) Learning Meaningful Representation of Life Workshop arXiv arXiv:2004.06517. GitHub AdalbertoCq/ Pathology-GAN. Abstract. Application of deep learning in digital pathology shows promise on improving disease diagnosis and understanding. We present a deep generative ...
[PDF] Adversarial learning of cancer tissue ...
https://www.semanticscholar.org/paper/Adversarial-learning-of-cancer-tissue-Quiros-Coudray/aebfcb69a2a909364f232cd3d99c24245c35e22a
Adalberto Claudio Quiros, R. Murray-Smith, Ke Yuan Engineering, Computer Science MIDL 2020 TLDR A framework which allows GANs to capture key tissue features and uses these characteristics to give structure to its latent space and allows semantic vector operations that translate into tissue feature transformations is developed. Expand 26 PDF
[1907.02644] PathologyGAN: Learning deep …
https://arxiv.org/abs/1907.02644
PathologyGAN: Learning deep representations of cancer tissue. Authors: Adalberto Claudio Quiros, Roderick Murray-Smith, Ke Yuan. Download PDF. Abstract: Histopathological images of tumors contain abundant information about how tumors grow and how they interact with their micro-environment. Better understanding of tissue phenotypes in these ...
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