Publications

Articles about IBM Research scientists' and engineers' technical publications

High-Efficiency Distributed Learning for Speech Modeling

A distributed deep learning architecture for automatic speech recognition that shortens run time without compromising model accuracy.

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IBM Research at the Intersection of HCI and AI

IBM research on explainable AI, human-computer interaction (HCI), and automated ML featured at this year's conference on Intelligent User Interfaces.

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Highly Accurate Deep Learning Inference with 2-bit Precision

IBM Research shares new results at SysML that push the envelope for deep learning inference, enabling high accuracy down to 2-bit precision.

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A Biologically Plausible Learning Algorithm for Neural Networks

A "biological" learning algorithm for neural networks that learns in an unsupervised fashion and performs well in image classification.

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Noise Amplification Squeezes More Computational Accuracy From Today’s Quantum Processors

Quantum computers are extremely susceptible to “noise” from their environment – which leads to errors in the computation.

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Controlling Nuclear Noise in Semiconductor Qubits

Fluctuations of nuclear spins may limit the lifetime of spin qubits. A technique is developed that gets such fluctuations under control.

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Harnessing The Power of Quantum Computing To Speed Up The Study Of Magnetic Materials

Magnetic materials could be at the forefront of an upcoming revolution in electronics.

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Could Mitochondria Numbers Be the Key to Solving Cancer Drug Resistance?

New research shows that the number of mitochondria in a cell is associated with drug resistance, which could have a far-reaching impact in cancer treatment.

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Harnessing Dialogue for Interactive Career Goal Recommendations

An interactive career goal recommender framework that uses dialogue to incorporate user feedback and interactively improve the recommendations.

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Quantum Risk Analysis

Using quantum algorithms, we have developed a new approach to risk analysis, provideing a significant speed increase over established classical algorithms.

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The Fundamentals of Mass Transport in Biopatterning

The patterning of molecules is critical in applications including microarrays, tissue engineering, biosensors, biomaterials and fundamental cell studies.

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Dialog-Based Interactive Image Retrieval

A natural language-based system for interactive image retrieval that is more expressive than conventional systems based on binary or fixed-form feedback.

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