AI Tool Generates High-Quality Images Faster Than State-of-the-Art Approaches

Adam Zewe | MIT News

Researchers fuse the best of two popular methods to create an image generator that uses less energy and can run locally on a laptop or smartphone.

Machine Learning

Light securing a data pathway between a computer and a cloud-based computing platform

New Security Protocol Shields Data From Attackers During Cloud-based Computation

Adam Zewe | MIT News

The technique leverages quantum properties of light to guarantee security while preserving the accuracy of a deep-learning model.

Machine LearningEdge Security

Rendering shows a grid of robot arms with a box in front of each one. Each robot arm is grabbing objects nearby, like sunglasses and plastic containers, and putting them inside a box.

New Technique Helps Robots Pack Objects into a Tight Space

Adam Zewe | MIT News

Researchers coaxed a family of generative AI models to work together to solve multistep robot manipulation problems.

Machine Learning

A neural network with lines connecting square nodes in 3 rows. The squares have different scenes of bold shapes in grey, pink and green. On the right row, there are two large square nodes with more complex arrangements of shapes.

Researchers Create a Tool for Accurately Simulating Complex Systems

Adam Zewe | MIT News Office

The system they developed eliminates a source of bias in simulations, leading to improved algorithms that can boost the performance of applications.

Machine LearningAI Systems

2 pairs of neural networks on decorative background. The left pair is shown expanding vertically with more rows; the right pair expands horizontally with more columns.

Learning to Grow Machine-learning Models

Adam Zewe | MIT News Office

New LiGO technique accelerates training of large machine-learning models, reducing the monetary and environmental cost of developing AI applications.

Machine Learning

layered simple white cartoon internet browser windows with a hashtag symbol, also known as a pound or number symbol, on a multi-shades of blue background

New Method Accelerates Data Retrieval in Huge Databases

Adam Zewe | MIT News Office

Researchers use machine learning to build faster and more efficient hash functions, which are a key component of databases.

Machine LearningAI Hardware

3D brain sitting on computer chip in shades of blue

Making Computing More Brain-like

Wednesday, March 15, 2023 | 12:00 - 1:00pm ET
MIT Building 36, Room 426, Allen Room
Hybrid

Speaker: Mike Davies, Intel

Machine LearningAI Hardware

Phiala Shanahan smiles in classroom with blackboard in background, filled with math equations. Colorful posters above of the blackboard show mathematical icons.

Phiala Shanahan Is Seeking Fundamental Answers About Our Physical World

Jennifer Chu | MIT News Office

With supercomputers and machine learning, the physicist aims to illuminate the structure of everyday particles and uncover signs of dark matter.

Machine LearningMaterials

Blue color computer electronic circuits faded to dark blue at the sides.

Thesis Defense: Delocalized Photonic Deep Learning on the Internet’s Edge

Monday, February 6, 2023 | 5:00pm - 7:00pm ET

Speaker: Alex Sludds, MIT PhD Candidate

Machine Learning

abstract multi color streaks of light sweeping upward to show fast movement

Breaking the Scaling Limits of Analog Computing

Adam Zewe | MIT News Office

MIT researchers have developed a new technique could diminish errors that hamper the performance of super-fast analog optical neural networks.

Energy Efficient AIMachine Learning