Artificial Intelligence (AI)

Engage with our experts on topics in AI

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Empowering Red Hat* OpenShift* Data Science Platform with Intel AI

10-04-2022

Use the Intel® AI Analytics Toolkit on the (RHODS) platform to speed up many parts of AI workflow

Exploration on Confidential Computing for Big Data & AI using BigDL

10-04-2022

Occlum* gives users the freedom to run programs in SGX without hassles presented by standard SGX SDK...

OpenVINO™ Integration With TensorFlow Now Comes With Docker Support

09-21-2022

An illustrated guide on using Docker with Intel’s OpenVINO™ integration with Tensorflow*

YOLOv5 Model INT8 Quantization based on OpenVINO™ 2022.1 POT API

09-20-2022

How to use OpenVINOTM 2022.1 Post-training Optimization Tool (POT) API for YOLOv5 Model INT8

The Example of Deploying YOLOv7 Pre-trained Model Based on the OpenVINO™ 2022.1 C++ API

09-20-2022

How to deploy the YOLOv7 official pre-trained model based on the OpenVINO™ 2022.1 tool suite.

Intel Labs’ Validate on Sim, Detect on Real (VSDR) Narrows Sim2Real Gap in Robot Learning

09-19-2022

Intel Labs, in collaboration with the Technion - Israel Institute of Technology, developed a “Valida...

Solving Hard Optimization Problems with Energy Efficient Neuromorphic Technology

09-19-2022

At Intel, we are exploring stochastic spiking neural networks (SSNN) on our second-generation Loihi ...

Intel and Intel Labs Develop New AI Methods to Restore Trust in Media

09-19-2022

Intel Labs’ trusted media research team investigates new approaches to help determine the authentici...

The Power of Intel® Hardware for Billion-Scale Similarity Search

09-19-2022

In this blog, we describe a solution that reaches new heights along all of these dimensions by lever...

Optimizing Graph Neural Network Training Performance on Intel® Xeon®

09-19-2022

In this article, we focus on the performance of GNN training for node classification on modern, gene...

Celebrating Hispanic Heritage: Javier Turek’s Story from Intel Labs

09-15-2022

During Hispanic Heritage Month, we proudly celebrate the culture and contributions of the Latinx com...

Kid Space: Re-imagining the Potential of Technology-Mediated Learning

09-08-2022

Kid Space incorporates audio and vision hardware components and AI technologies to create an adaptiv...

Intent Prediction Improves Human-robot Collaboration Task Fluency

08-29-2022

Intel Labs will present the paper “Intuitive & Efficient Human-Robot Collaboration via Real-time App...

Distributed Large-Scale Graph Training on Intel CPUs Presented at MLSys 2022

08-29-2022

We present our open sourced Sequential Aggregation and Rematerialization (SAR) scheme, which achieve...

Beyond Input-Output Reasoning: Four Key Properties of Cognitive AI

08-22-2022

Published August 16, 2022 Image credit: James Thew via Adobe Stock. Gadi Singer is Vice President an...

VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers

08-21-2022

We developed VL-InterpreT, an interactive tool that provides novel visualizations and analysis for i...

A Guide to AI Partner and Accelerator Programs for Startups

08-18-2022

What to look for in AI Partner and Accelerator Programs for Startups and Collaborating with Intel on...

Enabling AI Developers on Their Journey to Scale with Intel AI

08-12-2022

Overview and link to Ramtin Davanlou, from Accenture* presentation at the oneAPI DevSummit for AI.

Multimodality: A New Frontier in Cognitive AI

08-11-2022

In this blog, we will introduce the concept of multimodal learning along with some of its main use c...

Intel Labs Enables AI Innovation with Hardware-Aware Automated Machine-Learning Tools

08-11-2022

Intel Labs' hardware-aware AI-based automation tools (AutoX) enable rapid adoption of AI models for ...

LM!=KM: Five Reasons Why Language Models Fail to Support Knowledge Model Requirements of Next-Gen AI

08-11-2022

This post will discuss the five capabilities that make up an advanced KM and how these areas cannot ...

Sentence Transformer Fine-Tuning (SetFit)

08-11-2022

In this work, we demonstrate Sentence Transformer Fine-tuning (SetFit), a simple and efficient alter...

Intel® Labs’ Graph Neural Networks Research Featured as Groundbreaking Work in AI

08-11-2022

Research finds that reversible Graph Neural Networks (RevGNNs) significantly outperform existing met...

No One Rung to Rule Them All: Addressing Scale and Expediency in Knowledge-Based AI

08-11-2022

Published October 26, 2021 Image adapted from Elentaris Photo / Shutterstock.com Gadi Singer is Vic...

Best Practice for Text-Classification with Distillation Part (4/4)

08-11-2022

In this post, I present Tango architecture, a simple cascade student-teacher model, and exploit the ...

Conceptualization as a Basis for Cognition — Human and Machine

08-11-2022

To pursue this path to better AI, it is essential to understand what “understanding” really means fo...

Accelerate Deep Learning with Intel® Optimization for TensorFlow*

08-11-2022

Intel and Google* have been collaborating to deliver optimized implementations of some of the most c...

Democratizing AI by Delivering Hardware Performance and Developer Productivity At Scale

08-03-2022

In his keynote presentation from the oneAPI DevSummit for AI 2022, Wei Li, VP/GM AI & Analytics at I...

Hybrid AI Inferencing managed with Microsoft Azure Arc-Enabled Kubernetes

08-02-2022

Azure Arc-Enabled Kubernetes enables centralized management of heterogenous and geographically separ...

Python* Data Science at Scale

08-01-2022

Learn about how Intel has been working to improve performance of popular Python* libraries

Intel Collaboration With Deci Boosts AI Performance on Intel Hardware

07-28-2022

A collaboration between Intel Labs and Deci, a start-up company focused on deep learning development...

Accelerating AI Everywhere with Intel Software Solutions

07-26-2022

Tech expert Dr. Sally Eaves discusses Accelerating AI Everywhere with Dr. Wei Li, Vice President and...

Accelerating AI applications on Windows Subsystem for Linux with Intel’s iGPU and OpenVINO™ toolkit

07-20-2022

Configure Windows system to get the most out of Intel® Integrated Graphics Processing Unit (iGPU)

Optimize Inference with Intel CPU Technology

07-19-2022

Enjoy improved inferencing lower overall total cost of ownership (TCO) across an integrated AI platf...

Deploy AI Inference with OpenVINO™ and Kubernetes

07-19-2022

In this blog, you will learn how to use key features of the OpenVINO™ Operator for Kubernetes

Artificial Intelligence-Driven Discovery of Novel Material Systems

07-08-2022

Intel Labs creates new research effort to investigate and develop advanced AI algorithms and technol...

Intel® Labs Uses AI and Audio Anomaly Detection to Prevent Semiconductor Manufacturing Malfunctions

07-05-2022

Research in anomalous sound detection to improve semiconductor manufacturing production for both Int...

Thrill-K: A Blueprint for The Next Generation of Machine Intelligence

07-05-2022

Thrill-K will be introduced as the AI systems architecture blueprint that implements 3LK principles ...

OpenVINO™ Execution Provider + Model Caching = Better First Inference Latency for your ONNX Models

07-01-2022

Developers can now leverage model caching through the OpenVINO™ Execution Provider for ONNX Runtime

AttentionLite: Towards Efficient Self-Attention Models for Vision

06-30-2022

Intel Labs has created a novel framework for producing a class of parameter- and compute-efficient m...

NEMO: A Novel Multi-Objective Optimization Method for AI Challenges

06-30-2022

Neuroevolution-Enhanced Multi-Objective Optimization (NEMO) for Mixed-Precision Quantization deliver...

Best Practices for Text-Classification with Distillation Part (3/4) - Word Order Sensitivity (WOS)

06-30-2022

In this post, I introduce a metric for estimating the complexity level of your dataset and task, and...

Seat of Knowledge: AI Systems with Deeply Structured Knowledge

06-30-2022

This blog will outline the third class in this classification and its promising role in supporting m...

On the Geometry of Generalization and Memorization in Deep Neural Networks

06-30-2022

Our latest work, presented recently at the 2021 International Conference on Learning Representations...

Best Practices for Text Classification with Distillation (Part 2/4) – Challenging Use Cases

06-30-2022

In this blog, I intend to explore this method further and investigate other test classification data...

Learning to Optimize Memory Allocation on Hardware using Reinforcement Learning

06-30-2022

We describe a scalable framework that combines Deep RL with genetic algorithms to search in extremel...

Best Practices for Text Classification with Distillation (Part 1/4) - How to achieve BERT results by

06-30-2022

Model distillation is a powerful pruning technique, and in many use cases, it yields significant spe...

Bring your own dataset and retrain a TensorFlow model with OpenVINO™ toolkit

06-30-2022

Machine learning requires us to have existing data — not the data our application will use when we r...

Enabling AI Everywhere by Accelerating the Open AI Software Ecosystem

06-30-2022

Wei Li, Intel's VP/GM AI & Analytics, discusses enabling an open AI ecosystem through Intel’s partne...

Enhance Artificial Intelligence (AI) Workloads with Built-in Accelerators

06-29-2022

Intel DL Boost brings accelerated performance without the need for a discrete add-on accelerator.

6 Trends Driving the AI Everywhere Boom

in Artificial Intelligence (AI)

02-24-2023

oneTBB Concurrent Container Class: An Efficient Way To Scale Your C++ Application

in Artificial Intelligence (AI)

03-20-2023

Virtual Meeting: CPU Accelerated Fine-Tuning for Image Segmentation using PyTorch

in Artificial Intelligence (AI)

03-16-2023

Artificial Intelligence (AI) - Page 2

Artificial Intelligence (AI) - Page 2

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