Semantic concept discovery over event databases

At IBM Research AI, we built an AI-based solution to assist analysts in preparing reports. The paper describing this work recently won the best paper award at the "In-Use" Track of the 2018 Extended Semantic Web Conference ...

Multi-face tracking to help AI follow the action

At the recent 2018 Conference on Computer Vision and Pattern Recognition, I presented a new algorithm for multi-face tracking, an essential component in understanding video. To understand visual sequences involving people, ...

Capacitor-based architecture for AI hardware accelerators

IBM is reaching beyond digital technologies with a capacitor-based cross-point array for analog neural networks, exhibiting potential orders of magnitude improvements in deep learning computations. Analog computing architectures ...

Novel synaptic architecture for brain inspired computing

The brain and all its magnificent capabilities is powered by less than 20 watts. Stop to think about that for a second. As I write this blog my laptop is using about 80 watts, yet at only a fourth of the power, our brain ...

AI and the future of oil

IBM and Galp, a Portuguese energy group with a global footprint, have developed an AI-based advisor to enhance seismic interpretation in the oil and gas exploration area. This tool can facilitate creation of enhanced geological ...

Natural language processing facilitates collaborative decisions

The Decision Science, AI and Natural Language Processing team at IBM Research-Ireland recently presented a conference paper called "Decision Conversations Decoded" at the 16th Annual Conference of the North American Chapter ...

IBM to release world's largest facial analytics dataset

Society is paying more attention than ever to the question of bias in artificial intelligence systems, and particularly those used to recognize and analyze images of faces. At IBM, we are taking the following actions to ...

Stereo vision using computing architecture inspired by the brain

The Brain-Inspired Computing group at IBM Research-Almaden will be presenting at the 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018) our most recent paper titled "A Low Power, High Throughput, ...

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