Latest AI and machine learning research in surveys for healthcare professionals.
Visual Grounding is also known as Referring Expression Comprehension and Phrase Grounding. It invo...
Multimodal machine learning models, such as those that combine text and image modalities, are incr...
The DESI Legacy Imaging Surveys (DESI-LIS) comprise three distinct surveys: the Dark Energy Camera...
Recently, 3D generative domain adaptation has emerged to adapt the pre-trained generator to other ...
Smart spaces are ubiquitous computing environments that integrate diverse sensing and communicatio...
Language models are increasingly being incorporated as components in larger AI systems for various...
In an era where digital security is crucial, efficient processing of security-related inquiries th...
Most MOOC platforms either use simple schemes for aggregating peer grades, e.g., taking the mean o...
CNNs have become one of the most commonly used computational tool in the past two decades. One of ...
Generalized Category Discovery is a significant and complex task that aims to identify both known ...
This study investigates the trade-offs between fairness, privacy, and utility in image classificat...
The risk-controlling prediction sets (RCPS) framework is a general tool for transforming the outpu...
Most of the ML datasets we use today are biased. When we train models on these biased datasets, th...
Deep learning has fundamentally reshaped the landscape of artificial intelligence over the past de...
Bias significantly undermines both the accuracy and trustworthiness of machine learning models. To...
Machine learning (ML) algorithms have become integral to decision making in various domains, inclu...
Foundation models trained on web-scraped datasets propagate societal biases to downstream tasks. W...
As one of the most successful generative models, diffusion models have demonstrated remarkable eff...
Most existing visual-inertial odometry (VIO) initialization methods rely on accurate pre-calibrate...
Personality assessment, particularly through situational judgment tests (SJTs), is a vital tool fo...
Disparities in access to healthcare have been well-documented in the United States, but their effe...