Communications of the ACM
Multimodal AI Connects the Digital Dots
By knitting together multiple components and data streams, multimodal AI offers the promise of smarter, more human-like systems… From ACM NewsAn edited collection of advanced computing news from Communications of the ACM, ACM TechNews, other ACM resources, and news sites around the Web.
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AI System Makes Models Like DALL-E 2 More Creative
The Composable Diffusion model can help artificial intelligence-based image generators produce more complex imagery with better comprehension.
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MIT Engineers Devise Recipe for Improving Any Autonomous Robotic System
A general-purpose optimizer aims to speed development of autonomous robotic systems by using an optimization code that automatically determines how to boost performance...
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Hallucinating to Better Text Translation
Scientists developed the VALHALLA machine learning method to hallucinate images of written words, and using those to help translate that text into target languages...
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Unpacking Black-Box Models
A mathematical framework aims to quantify and evaluate the understandability of a machine learning model's explanations for its predictions.
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Predicting Others' Behavior on the Road With Artificial Intelligence
A new machine learning system may someday help driverless cars predict the next moves of nearby drivers, pedestrians, and cyclists in real-time.
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Engineers Use AI to Capture Complexity of Breaking Waves
An international research team lleveraged machine learning to model how waves break, which could help improve the design of offshore structures and climate prediction...
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An Easier Way to Teach Robots New Skills
Massachusetts Institute of Technology researchers have developed a machine learning method that enables robots to acquire new skills using a handful of human examples...
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Estimating the Informativeness of Data
MIT researchers can now estimate how much information data are likely to contain, in a more accurate and scalable way than previous methods.
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Fighting Discrimination in Mortgage Lending
To help combat discrimination in mortgage lending, a new process can remove bias from the data used to train machine learning models.
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Injecting Fairness into ML Models
Researchers have devleoped a method of incorporating fairness into machine learning models, even if they are trained on unfair data.
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ML Speeds Up Vehicle Routing
A new machine learning approach could speed up vehicle routing algorithms, which tend to slow down when applied to large urban datasets.
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ML Flags Remedies That Might Do More Harm Than Good
Scientists designed a machine learning model to identify medical treatments that could pose greater potential danger than alternatives.
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Taking Some Guesswork Out of Drug Discovery
The deep learning GeoMol model can rapidly predict the three-dimensional shapes of drug-like molecules, which could expedite drug discovery.
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Toward Speech Recognition for Uncommon Spoken Languages
The new Prune, Adjust, and Re-Prune (PARP) technique allows an advanced speech-learning model learn uncommon spoken languages more easily.
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Artificial Networks Learn to Smell Like the Brain
A machine learning model can train itself to smell by building an artificial neural network that mimics the brain's odor-processing olfactory circuits.
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One Giant Leap for the Mini Cheetah
A new control system enhances the speed and agility of legged robots as they leap across gaps.
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Accelerating the Discovery of Materials for 3D Printing
Researchers have developed a less costly, less wasteful machine learning system for identifying three-dimensionally-printable materials.
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These Neural Networks Know What They're Doing
Researchers have shown that a specific neural network can learn the cause-and-effect structure of a navigation task it is taught.
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AI Is Smart, but Does It Play Well with Others?
Researchers explored humans' ability to play a card game with an artificial intelligence model trained to play with teammates never before encountered.
From ACM TechNews