Research is being conducted in the broad areas of artificial intelligence and machine learning, architecture, security and privacy, graphics, human-centered computing, systems and networking, ...

Research has shown that large language models (LLMs) tend to overemphasize information at the beginning and end of a document ...

The Natural Language Processing ... processing resources - for research and development in NLP. Includes platforms for developing and deploying real world language processing applications, most ...

and we also offer students opportunities to collaborate on both traditional and applied research. In addition to required computer science courses, students have an opportunity to take electives in ...

Deep learning and AI systems have made great headway in recent years, especially in their capabilities of automating complex ...

The AI Research ... computer vision and machine learning, particularly in neural network compression (e.g., pruning and knowledge distillation) and adversarial AI. These techniques have broad ...

He also codirects the Center for Human-Computer Interaction. A programming languages concept in which ... between the core kernel and the specific architecture, Hayes helped enable the expansion of ...

Similar to the transformer architecture models, they also excel in Natural Language Processing tasks and can be applied to machine translation, text summarization, computer vision, and audio ...

As such, we will draw material from seminal and recent publications in top computer architecture conferences and journals. By exposing the students to state-of-the-art research, the course serves as ...

Yuria J. Sloane (Submitted photo) Yuria J. Sloane of Charleston, South Carolina, plans to travel this summer to Bolivia, Japan, New Zealand and Norway to research the use of architecture as a tool of ...