Tag: Adversarial

AI/ML

Investigating object compositionality in Generative Adversarial Networks.

Newsemia
Investigating object compositionality in Generative Adversarial Networks. Neural Netw. 2020 Jul 13;130:309-325 Authors: van Steenkiste S, Kurach K, Schmidhuber J, Gelly S Abstract Deep generative...
AI/ML

Generative Adversarial Domain Adaptation for Nucleus Quantification in Images of Tissue Immunohistochemically Stained for Ki-67.

Newsemia
Generative Adversarial Domain Adaptation for Nucleus Quantification in Images of Tissue Immunohistochemically Stained for Ki-67. JCO Clin Cancer Inform. 2020 Jul;4:666-679 Authors: Zhang X, Cornish...
AI/ML

Fully Automatic Arteriovenous Segmentation in Retinal Images via Topology-Aware Generative Adversarial Networks.

Newsemia
Related Articles Fully Automatic Arteriovenous Segmentation in Retinal Images via Topology-Aware Generative Adversarial Networks. Interdiscip Sci. 2020 Jul 28;: Authors: Yang J, Dong X, Hu...
AI/ML

A practical application of generative adversarial networks for RNA-seq analysis to predict the molecular progress of Alzheimer's disease.

Newsemia
Related Articles A practical application of generative adversarial networks for RNA-seq analysis to predict the molecular progress of Alzheimer’s disease. PLoS Comput Biol. 2020 Jul...
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FlexAdapt: Flexible cycle-consistent adversarial domain adaptation

Newsemia
Mathur, A; Isopoussu, A; Kawsar, F; Berthouze, NB; Lane, ND; (2020) FlexAdapt: Flexible cycle-consistent adversarial domain adaptation. In: (Proceedings) 2019 18th IEEE International Conference On...
AI/ML

Learning to learn from data: Using deep adversarial learning to construct optimal statistical procedures.

Newsemia
Related Articles Learning to learn from data: Using deep adversarial learning to construct optimal statistical procedures. Sci Adv. 2020 Feb;6(9):eaaw2140 Authors: Luedtke A, Carone M,...
AI/ML

Lesion Segmentation in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets.

Newsemia
Related Articles Lesion Segmentation in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets. IEEE/ACM Trans Comput Biol Bioinform. 2020 Mar 05;: Authors: Xing J, Li Z,...
AI/ML

Unsupervised X-ray image segmentation with task driven generative adversarial networks.

Newsemia
Related Articles Unsupervised X-ray image segmentation with task driven generative adversarial networks. Med Image Anal. 2020 Feb 07;62:101664 Authors: Zhang Y, Miao S, Mansi T,...
AI/ML

Age-Conditioned Synthesis of Pediatric Computed Tomography with Auxiliary Classifier Generative Adversarial Networks. (arXiv:2002.00011v1 [eess.IV])

Newsemia
Deep learning is a popular and powerful tool in computed tomography (CT) image processing such as organ segmentation, but its requirement of large training datasets...
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Exponential Family Estimation via Adversarial Dynamics Embedding

Newsemia
Dai, B; Liu, Z; Dai, H; He, N; Gretton, A; Le, S; Schurmaans, D; (2019) Exponential Family Estimation via Adversarial Dynamics Embedding. In: Wallach, H...

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