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Entries in AI category page 2 - fltech - Technology Blog of Fujitsu Research

fltech - Technology Blog of Fujitsu Research

A technology blog where Fujitsu researchers talk about a variety of topics

AI

Fujitsu Kozuchi AI Agent at Microsoft Ignite 2024 (EN)

Hello, this is Hiro Kobashi and Kosaku Kimura from the Artificial Intelligence Laboratory. From November 19 to 22, at Microsoft Ignite 2024 held in Chicago, we presented a collaborative demonstration of MS’s AI orchestration tool, Semantic…

Introducing Keyword Mask for Secure RAG

I am Satoru Koda at Data&Security Laboratory. This article explains the "Keyword Mask for Secure RAG" technology. A trial version of this technology is available at Fujitsu Kozuchi Conversational Generative AI Engine. We encourage you to t…

Introducing Fujitsu KG Enhanced RAG (5 sessions) #4 Fujitsu KG Enhanced RAG for VA (Vision Analytics)

Hello. This is Ikai from the Artificial Intelligence Laboratory. To promote the use of generative AI at enterprises, Fujitsu has developed an "Enterprise-wide Generative AI Framework Technology" that can flexibly respond to diverse and cha…

1st place in the Optimized Road Damage Detection Challenge (ORDDC'2024, IEEE BigData Cup)

AI

Hello, I am Fangjun Wang, from Fujitsu Research & Development Center Co., Ltd., Shanghai Laboratory. Recently, we participated in the Optimized Road Damage Detection Challenge (ORDDC'2024), and we won the first place on the phase one and p…

Introducing Fujitsu KG Enhanced RAG (5 sessions) #3 Fujitsu KG Enhanced RAG for SE (Software Engineering)

Hello. This is Yuji Mizobuchi from the Artificial Intelligence Laboratory. To promote the use of generative AI at enterprises, Fujitsu has developed an "Enterprise-wide Generative AI Framework Technology" that can flexibly respond to diver…

Introducing Fujitsu KG Enhanced RAG (5 sessions) #2 Fujitsu KG Enhanced RAG for Q&A (Question&Answer)

Hello. This is Narita , Fukui, and Peng from the Artificial Intelligence Laboratory. To promote the use of generative AI at enterprises, Fujitsu has developed an "Enterprise-wide Generateve AI Framework Technology" that can flexibly respon…

Introducing Fujitsu KG Enhanced RAG (5 sessions) #1 Fujitsu KG Enhanced RAG for RCA (Root Cause Analysis)

Hello. I'm Kikuzuki from the Artificial Intelligence Laboratory. To promote the use of generative AI at enterprises, Fujitsu has developed a generative AI framework for enterprises that can flexibly respond to diverse and changing corporat…

"LayeredLiNGAM: A Practical and Fast Method for Learning a Linear Non-Gaussian Structural Equation Model" presented at ECML-PKDD 2024

AI

Introduction Hello! I'm Suzuki from Artificial Intelligence Laboratory. We are conducting R&D on "Decision Making via Causal Discovery" and working on real-world decision-making tasks such as improving employee productivity based on engage…

Fujitsu Research of Europe team present new technology for data-efficient adaptation to new environments at ICLR 2024

Hello! I am Abhra Chaudhuri, a Senior Researcher in the Computing Research Group at Fujitsu Research of Europe. I study the behaviour of deep neural networks under various kinds of distribution shifts.

"Learning Decision Trees and Forests with Algorithmic Recourse" presented on ICML 2024

AI

Introduction Hi! This is Kentaro Kanamori from Artificial Intelligence Laboratory. We are conducting research and development on "XAI-based Decision-Making Assistant" and trying to apply our technologies to real decision-making tasks (e.g.…

1st place in the 3D Human Pose Estimation on H3WB

AI

Hello, I am Xiantan Zhu, a researcher from FUJITSU RESEARCH & DEVELOPMENT CENTER (FRDC). Recently, we got the top-1 place on H3WB (Human3.6M 3D WholeBody, https://paperswithcode.com/sota/3d-human-pose-estimation-on-h3wb). Our result is far…

"Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives" presented at ICLR 2024

AI

Overview Hi! I am Sho Takemori from AI Innovation Core Project, Artificial Intelligence Laboratory. Recently, in our joint research with the Indian Institute of Science (IISc), we have developed an AI technology termed SelMix that enables …

Revolutionizing Cancer Genomics: The Power of XAI and Knowledge Graphs

AI

Hello, I'm Katsuhiko Murakami from the Genome AI Team at the Computing Laboratory. We've developed the world's first Explainable AI (XAI) for fusion genes, integrating XAI with knowledge graphs. Our research has been published in the cance…

Democratizing the use of AI with FUJITSU-MONAKA

Introduction The growth of artificial intelligence (AI) is mainly driven by three factors – Algorithmic Innovation, Data & Compute. AI development is at an inflection point, as researchers developed larger models and larger data sets, the …

1st place in the WeatherProof Challenge (CVPR 2024 UG2+)

AI

Hello, I am Nan Zhang, from Fujitsu Research & Development Center Co, Ltd. Recently, we participated in WeatherProof challenge (CVPR 2024 UG2+ Track 3). And we won the first place on the final leaderboard. In this blog, I will introduce th…

Introducing Traffic Image Surveillance

Hello, I'm Zhang Nan, from Fujitsu Research & Development Center Co, Ltd. Today, I would like to introduce an exciting new AI core engine –Traffic Image Surveillance –that is now available from Fujitsu Kozuchi.

Introducing Smart Enterprise Data Assistant

Hello, I'm Zhongguang Zheng from our Artificial Intelligence Laboratory. Today, I would like to introduce an exciting new AI core engine, - Smart Enterprise Data Assistant – which is now available from Fujitsu Kozuchi.

Security Audit Automation: A new frontier in security with large language models

Hello, I am Tanaka from the Security AI Team at Fujitsu Research. We are pleased to announce that we have made our security audit automation technology available to the public on the Fujitsu Research Portal, where you can try out technolog…

Introducing Composite AI – Generate optimization AI automatically –

Hello, I'm Hiroaki Iwashita from our Artificial Intelligence Laboratory. Today, I would like to introduce an exciting new AI core engine – Composite AI – which is now available from Fujitsu Kozuchi.

Introducing the Fujitsu AutoML for Vision

AI

Hello, I'm Hiroaki Yamane from the Artificial Intelligence Laboratory. Today, I would like to introduce an exciting new AI core engine – Fujitsu AutoML for Vision – which is now available from Fujitsu Kozuchi. This article is part of a ser…

Introducing Fujitsu Auto Data Wrangling

Hello, I'm Lei Liu from our Artificial Intelligence Laboratory. Today, I would like to introduce an exciting new AI core engine - Fujitsu Auto Data Wrangling – which is now available from Fujitsu Kozuchi.

Advance Notice for the second blog series about Fujitsu Kozuchi AI core engines

Hello. I am Fukuda from the Fujitsu AI laboratory. Fujitsu provides advanced AI technology through the Fujitsu Kozuchi, and we want to encourage people to try our AI technologies to prove their value and benefit their work. Based on users’…

Introducing the Adversarial Example Attack Detector

Hello, I'm Takanori Machida from our AI Trust Research Centre. Today, I would like to introduce an exciting new AI core engine – the Adversarial Example Attack Detector – which is now available from Fujitsu Kozuchi.

Introducing Camera Angle Change Detection

Hello, I'm Yoshie Kobayashi from our Artificial Intelligence Laboratory. Today, I would like to introduce an exciting new AI core engine - Camera Angle Change Detection – which is now available from Fujitsu Kozuchi . This blog is the fourt…

Introducing Multi-Camera Tracking

Hello, I'm Ito from our Data & Security Research Laboratory. Today, I would like to introduce an exciting new AI core engine - Multi-Camera Tracking – which is now available from Fujitsu Kozuchi (code name) - Fujitsu AI Platform.

Introducing The Fujitsu Neuro-Symbolic Explainer

Hello, I'm Dr. Joe Townsend from Fujitsu Research of Europe Ltd. Today, I would like to introduce an exciting new AI core engine – the Fujitsu Neuro-Symbolic Explainer – which is now available from Fujitsu Kozuchi (code name) - Fujitsu AI …

Introducing Synthetic Image Generation

Hello, I'm Chaoliang Zhong from Fujitsu R&D Center Co, Ltd. Today, I would like to introduce an exciting new AI core engine - Synthetic Image Generation – which is now available from Fujitsu Kozuchi (code name) - Fujitsu AI Platform .

Advance Notice for Blog Series about Fujitsu Kozuchi AI core engines

Hello. I am Fukuda from the Fujitsu AI laboratory. Fujitsu provides advanced AI technology through the Fujitsu Kozuchi (code name) - Fujitsu AI Platform. We hope that more people will try our technologies using Kozuchi to see how it can he…

1st place in the WACV Physical Retail AI Workshop challenge

AI

Hello, I am Jiaqi Ning, a researcher from the human reasoning group of FUJITSU RESEARCH & DEVELOPMENT CENTER (FRDC), China. Recently, my colleagues from FRDC, FRJ, FRA and I formed a team to participate in the WACV Physical Retail AI chall…

1st prize in the "Automated checkout" competition of 7th AI CITY CHALLENGE

AI

Hello, I am Ziqiang Shi from the team working on developing Self CheckOut Monitoring (SCOM) at FUJITSU RESEARCH & DEVELOPMENT CENTER in China. Recently, our SCOM technology won the 1st prize in the 7th AI CITY CHALLENGE (https://www.aicity…