The Clustered Gamma Protocadherin Pcdhγc4 Isoform Regulates Cortical Interneuron Programmed Cell Death in the Mouse Cortex

Posted by klaurent UCSF

Kavli Affiliate: Arturo Alvarez-Buylla, Andrea Hasenstaub, Michael Stryker | Authors: Walter R Mancia Leon, David M Steffen, Fiona Dale-Huang, Benjamin Rakela, Arnar Breevoort, Ricardo Romero-Rodriguez, Andrea R Hasenstaub, Michael P Stryker, Joshua A Weiner and Arturo Alvarez-Buylla | Summary: Cortical function critically depends on inhibitory/excitatory balance. Cortical inhibitory interneurons (cINs) are born in the ventral […]


Continue.. The Clustered Gamma Protocadherin Pcdhγc4 Isoform Regulates Cortical Interneuron Programmed Cell Death in the Mouse Cortex

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Posted by dbos Berkeley

Kavli Affiliate: Feng Wang | First 5 Authors: Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng | Summary: Existing image augmentation methods consist of two categories: perturbation-based methods and generative methods. Perturbation-based methods apply pre-defined perturbations to augment an original image, but only locally vary the image, thus lacking image diversity. In contrast, […]


Continue.. Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Posted by klaurent Berkeley

Kavli Affiliate: Feng Wang | First 5 Authors: Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng | Summary: Existing image augmentation methods consist of two categories: perturbation-based methods and generative methods. Perturbation-based methods apply pre-defined perturbations to augment an original image, but only locally vary the image, thus lacking image diversity. In contrast, […]


Continue.. Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification