SpotTune: Transfer Learning through Adaptive Fine-Tuning

New techniques make fine tuning an AI model more efficient when doing transfer learning

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IBM Research AI at CVPR 2019

The annual conference on Computer Vision and Pattern Recognition (CVPR 2019) takes place June 16–20 in Long Beach, CA. There, IBM Research AI will present technical papers describing our latest results in our quest to give AI systems sight.

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Beyond Backprop: Online Alternating Minimization with Auxiliary Variables

IBM researchers, in collaboration with NYU and MIT, propose a novel alternative to backprop at ICML 2019 that offers competitive performance.

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IBM Researchers Design Winning AI Algorithms for Drones

For the second year in a row, researchers at the IBM-Illinois Center for Cognitive Computing Systems Research(C3SR) won a competition challenging experts worldwide to design low-power embedded systems for Internet-of-Things (IoT) applications. The 2019 Design Automation Conference (DAC) System Design Contest’s objective: create algorithms that can accurately detect and locate objects from images taken by […]

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Estimating Information Flow in Deep Neural Networks

Understanding of the macroscopic behavior of deep learning neural networks.

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Becoming Quantum Ready in Africa

Classical computing has served society incredibly well. It gave us the Internet and cashless commerce. It sent humans to the moon, put robots on Mars and smartphones in our pockets. But many of the world’s biggest mysteries and potentially greatest opportunities remain beyond the grasp of classical computers forever. To continue the pace of progress, […]

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AI Offers Hope for Earlier Screening for Type 1 Diabetes

IBM researchers launch the first in-depth, large scale study of time courses when different antibodies appear, and their correlations to type 1 diabetes.

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Unveiling Analog Memory-based Technologies to Advance AI at VLSI

At the 2019 VLSI, IBM researchers will present three papers that provide novel solutions to AI computing based on analog devices.

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GANs for Good: Digitizing Sketches of the Earth’s Surface with the AI Behind Deep Fakes

Scientists in IBM Research-Brazil developed a method based on GANs and hand sketches to generate realistic synthetic seismic images.

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IBM Research AI Moves Machine Learning Forward at ICML 2019

At the 36th International Conference on Machine Learning (ICML 2019), June 10–15 in Long Beach, CA, IBM Research AI will present recent technical advances in machine learning for AI and data science. We’ve led the exploration and development of machine learning technologies for decades, and now we’re progressing the AI field through our portfolio of […]

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Cracking the Molecular Code with the Right Type of Quantum Hardware

A new quantum computing approach using exchange-type two-qubit gates constitutes a very promising avenue to calculate molecular properties.

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IBM and Johns Hopkins University School of Medicine Discover Unique, Pathogenic Autoimmune Cells in Type 1 Diabetes

Researchers at JHU and IBM identify new cells involved in the autoimmune attack on insulin-producing cells in type 1 diabetes.

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