Brain-Inspired Deep Networks for Image Aesthetics Assessment

no code implementations • 16 Jan 2016 • Zhangyang Wang, Shiyu Chang, Florin Dolcos, Diane Beck, Ding Liu, Thomas S. Huang

Image aesthetics assessment has been challenging due to its subjective nature.

Data Augmentation

Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions

no code implementations • NeurIPS 2009 • Bangpeng Yao, Dirk Walther, Diane Beck, Li Fei-Fei

In this paper, we propose to model such connections in an Hidden Conditional Random Field (HCRF) framework, where the classifier of one region of interest (ROI) makes predictions based on not only its voxels but also the classifier predictions from ROIs that it connects to.

Classification General Classification

Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis

no code implementations • NeurIPS 2009 • Barry Chai, Dirk Walther, Diane Beck, Li Fei-Fei

In this study, we present a method for estimating the mutual information for a localized pattern of fMRI data.