Computer science and technology
Computer science and technology

Computer science and technology

Artificial Intelligence Autonomous vehicles Computer science and technology computer-vision Electrical Engineering & Computer Science (eecs) Internet Of Things machine learning MIT Schwarzman College of Computing Research School of Engineering

AI model speeds up high-resolution computer vision

The system could improve image quality in video streaming or help autonomous vehicles identify road hazards in real-time.

Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology Defense Advanced Research Projects Agency (DARPA) Electrical Engineering & Computer Science (eecs) Electronics Invention machine learning MIT Schwarzman College of Computing National Science Foundation (NSF) Photonics Research School of Engineering

System combines light and electrons to unlock faster, greener computing

“Lightning” system connects photons to the electronic components of computers using a novel abstraction, creating the first photonic computing prototype to serve real-time machine-learning inference requests.

Artificial Intelligence Cambridge, Boston and region Classes and programs Computer modeling Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology Drug discovery Education, teaching, academics Electrical Engineering & Computer Science (eecs) Harvard-MIT Health Sciences and Technology health Institute for Medical Engineering and Science (IMES) Jameel Clinic K-12 education machine learning Media Lab Medicine MIT Schwarzman College of Computing School of Engineering Special events and guest speakers STEM education

How to help high schoolers prepare for the rise of artificial intelligence

A one-week summer program aims to foster a deeper understanding of machine-learning approaches in health among curious young minds.

Aeronautical and astronautical engineering Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology Electrical Engineering & Computer Science (eecs) Lincoln Laboratory machine learning Mechanical engineering MIT Schwarzman College of Computing National Science Foundation (NSF) Research Robotics Robots School of Engineering

AI helps robots manipulate objects with their whole bodies

With a new technique, a robot can reason efficiently about moving objects using more than just its fingertips.

Artificial Intelligence Computer science and technology Electrical Engineering & Computer Science (eecs) Electronics Energy efficiency Invention Light machine learning Materials Research Laboratory National Science Foundation (NSF) Photonics Research Research Laboratory of Electronics School of Engineering

Machine-learning system based on light could yield more powerful, efficient large language models

MIT system demonstrates greater than 100-fold improvement in energy efficiency and a 25-fold improvement in compute density compared with current systems.

Algorithms Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology Data Electrical Engineering & Computer Science (eecs) Health Care Health sciences and technology Human-computer interaction machine learning Medicine MIT Schwarzman College of Computing Research School of Engineering Social justice Technology and society

How machine learning models can amplify inequities in medical diagnosis and treatment

MIT researchers investigate the causes of health-care disparities among underrepresented groups.

Artificial Intelligence Computer modeling Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology computer-vision Electrical Engineering & Computer Science (eecs) Harvard-MIT Health Sciences and Technology Imaging Jameel Clinic machine learning Medicine MIT Schwarzman College of Computing Research School of Engineering

MIT researchers combine deep learning and physics to fix motion-corrupted MRI scans

The challenge involves than just a blurry JPEG. Fixing motion artifacts in medical imaging requires a more sophisticated approach.

Artificial Intelligence Brain and cognitive sciences Cells Computer science and technology machine learning MIT Schwarzman College of Computing MIT-IBM Watson AI Lab National Institutes of Health (NIH) Neuroscience Research School of Science

AI models are powerful, but are they biologically plausible?

A new study bridging neuroscience and machine learning offers insights into the potential role of astrocytes in the human brain.

Algorithms Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology computer-vision Defense Advanced Research Projects Agency (DARPA) Electrical Engineering & Computer Science (eecs) machine learning MIT Schwarzman College of Computing National Science Foundation (NSF) Research School of Engineering Technology and policy Technology and society

Using AI to protect against AI image manipulation

“PhotoGuard,” developed by MIT CSAIL researchers, prevents unauthorized image manipulation, safeguarding authenticity in the era of advanced generative models.

Artificial Intelligence Autonomous vehicles Computer science and technology Data Drones IDSS Laboratory for Information and Decision Systems (LIDS) machine learning Mechanical engineering MIT Schwarzman College of Computing NASA Physics Research Robotics Robots School of Engineering

A simpler method for learning to control a robot

Researchers develop a machine-learning technique that can efficiently learn to control a robot, leading to better performance with fewer data.