MIT’s StableRep system uses synthetic images from text-to-image models for machine learning, surpassing traditional real-image methods. It offers a deeper understanding of concepts and cost-effective…
Posts published in “CSAIL”
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MIT’s CSAIL introduced F3RM, a robotic system that combines visual and language features, allowing robots to grasp objects following open-ended instructions. This innovation, which supports…
A new high-throughput, multimaterial 3D inkjet printer uses computer vision to rapidly and automatically control the amount of material being printed in real-time. This rendering…
MIT researchers have created a machine-learning method to improve robotic packing, allowing robots to efficiently solve complex packing problems by satisfying multiple constraints at once.…
MIT’s CSAIL introduces the PFGM++, an AI model combining diffusion and Poisson Flow principles. It offers superior image generation by replicating electric field behaviors, representing…
MIT researchers introduce Lightning, a reconfigurable photonic-electronic smartNIC that serves real-time deep neural network inference requests at 100 Gbps. Credit: Alex Shipps/MIT CSAIL via Midjourney…
A sample DALL·E 2 generated image of “an astronaut riding a horse in a photorealistic style.” Credit: Open AI A new method developed by researchers…
An MIT-led team has built a new system that rapidly scans the genome of cancer cells and could help researchers find targets for new drugs.…
: A new working paper attempts to quantify the importance of more powerful computers for improving outcomes across society. In it, researchers analyzed five areas…
MIT researchers find that the explanation methods designed to help users determine whether to trust a machine-learning model’s predictions can perpetuate biases and lead to…
Researchers have created a technique that boosts the speeds of programs that run in the Unix shell, a ubiquitous programming environment created 50 years ago,…
Researchers create a mathematical framework to evaluate explanations of machine-learning models and quantify how well people understand them. Credit: MIT News with images from iStockphoto…
Privid’s a privacy-preserving video analytics system supports aggregation queries, which process large amounts of video data. Credit: Jose-Luis Olivares “Privid” could help officials gather secure…
A new technique could enable a robot to manipulate squishy objects like pizza dough or soft materials like clothing. Imagine a pizza maker working with…
MIT’s mini cheetah, using a model-free reinforcement learning system, broke the record for the fastest run recorded. Credit: Photo courtesy of MIT CSAIL. CSAIL scientists…
Researchers from MIT and Harvard suggest that applying theories from cognitive science and educational psychology to the area of human-robot interaction can help humans build…
Researchers demonstrate a method that safeguards a computer program’s secret information while enabling faster computation. Researchers demonstrate a method that safeguards a computer program’s secret…
Researchers from MIT have created a comprehensive atlas of the types of cells found in the brain cerebrovasculature. Credit: iStockphoto, edited by MIT News Single-cell…
With a tensor language prototype, “speed and correctness do not have to compete … they can go together, hand-in-hand.” High-performance computing is needed for an…
MIT scientists built a user interface that facilitates the integration of common tags (QR codes or ArUco markers used for augmented reality) with the object…