A Deeper Commitment

Convex Sets: A Deeper Look

Summarization from a Deeper Perspective

Product review nowadays has become an important source of information, not only for customers to find opinions about products easily and share them with their peers, but also for producers to get certain degrees of feedback. Unfortunately, the number of reviews is often too large, making it very difficult to utilize this resource. Therefore, in this project, we build a product review summarizat...

The Deeper the Love, the Deeper the Hate

Love and hate are basic human affects. Previous research has focused on the classification, functions, and other aspects of these two affects. However, few studies have been conducted on the relationship between love and hate. The present study investigated whether similarity within romantic partners was associated with greater feelings of love in the absence of betrayal, and greater hate induc...

Gastritis Cystica Profunda: A Deeper Problem

A 46-year-old woman underwent upper endoscopy for persistent nausea. Endoscopic examination of the stomach revealed prominent gastric folds in the gastric body. Biopsy by cold forceps demonstrated hyperplastic mucosa with ulceration (Figure 1). Endoscopic ultrasound (EUS) revealed a 45-mm sessile polyp with bleeding in the anterior wall of the gastric body (Figure 2). Endoscopic mucosal resecti...

A Deeper Look at Dataset Bias

The presence of a bias in each image data collection has recently attracted a lot of attention in the computer vision community showing the limits in generalization of any learning method trained on a specific dataset. At the same time, with the rapid development of deep learning architectures, the activation values of Convolutional Neural Networks (CNN) are emerging as reliable and robust imag...