IBM

Researchers from IBM, MIT and Harvard Announced The Release Of DARPA “Common Sense AI” Dataset Along With Two Machine Learning Models At ICML 2021

AI Paper Summary
Building machines that can make decisions based on common sense is no easy feat. A machine must be able to do more than merely...

IBM Researchers Propose A Quantum Kernel Algorithm That, Given Only Classical Access To Data, Provides A Provable Exponential Speedup Over Classical Machine Learning Algorithms

AI Paper Summary
Many quantum machine learning algorithms have been believed to provide exponential speed-ups over classical machine learning (ML) approaches, based on the assumption that classical...

IBM Open Sources ‘CodeFlare’, A Machine Learning Framework That Simplifies AI Workflows Onto The Hybrid Cloud

AI Shorts
Data and machine-learning analytics are becoming more widespread, but they grow in complexity with larger datasets requiring much time for configuration. Researchers spend less...

IBM Releases UQ360 AI tool, An Open Source Tool To Measure Model Uncertainty

AI Shorts
Deep learning-based Artificial Intelligence (AI) systems have a history of generating overconfident predictions, even when they are inaccurate, which can have significant repercussions. If...

IBM Develops AI Chip With Remarkable Energy Efficiency

AI Paper Summary
As the demand for energy-efficient, sustainable and smart technology is rapidly increasing, IBM has developed a new technology, considered the world’s first energy-efficient chips for AI inference...

Mapping the Space of Chemical Reactions Using Deep Learning

AI Paper Summary
Chemical space, a concept in cheminformatics, refers to the property space spanned by all possible chemical compounds and molecules adhering to a given set...

An MIT And IBM Research Group Has Proposed A Cross-Modal Auditory Localization Framework To Locate Moving Objects Using Stereo Sound Instead of Visual Input

AI Paper Summary
Object localization means locating an instance of a particular moving object in a scene. This is done by using visual data as the input...

Adversarial Machine Learning Threat Matrix – A Framework To Defend AI Systems From Adversarial Attacks

AI Shorts
Microsoft, in collaboration with MITRE research organization and a dozen other organizations, including IBM, Nvidia, Airbus, and Bosch, has released the Adversarial ML Threat...

LALE: A Python Library Simplifying Automated Machine Learning

AI Paper Summary
Whenever any data scientist thinks of developing a pipeline, they try bringing automated machine learning into the picture to make the task easier. However,...

IBM uses AI-based models to estimate risk of developing genetic diseases

AI Shorts
Scientists at IBM, the Broad Institute of MIT and Harvard, and health tech company Color published a study that states the nearness of genetic...

CogMol: Framework developed by IBM based on deep learning to accelerate therapeutic developments for COVID-19

AI Paper Summary
The global novel Coronavirus (COVID-19) pandemic is rapidly evolving and expanding. There is still a lot of news coverage about community spread every day. While...
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