fltech - Technology Blog of Fujitsu Research

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

Search Result: AI

“CLUMAP: Clustered Mapper for CGRAs with Predication” presented at DAC 2024

…ccelerate AI workloads. In June 2024, we presented a mapping algorithm at the flagship DAC conference in the field of design automation. This achievement has been done with the collaboration with the University of Toronto. Paper Information…

Join DATACLOUD USA 2024

…r, cloud, AI and investment leaders. It is the leading senior-level gathering, held in Austin Texas, that attracts an expected 600+ attendees from the most influential companies in the game. The purpose of Datacloud USA is to facilitate con…

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

AI

…we can obtain causal relationships such as "more precipitation leads to fewer visitors" (causality from precipitation to visitors) and "more visitors leads to more sales" (causality from visitors to sales). Multiple causal relationships are…

”YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection” presented at CVPR 2024

…u Koda at AI Laboratory. Fujitsu has been developing technologies for realizing the world where people can safely use AI. In June 2024, we presented our achievement at CVPR 2024, a flagship conference in the computer vision field. This outc…

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

…eds of an AI system meant to work in a new environment like natural photographs. This becomes beneficial in scenarios where it may be difficult to acquire lots of data in the new environment (say, specific types of photographs). In this tec…

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

AI

…ment on "XAI-based Decision-Making Assistant" and trying to apply our technologies to real decision-making tasks (e.g., discovering actions for imprving employees' productivity from the engagement survey data). Recently, our research paper …

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

AI

…hat we obtain the first place on H3WB benchmark, exceeding the second place (3D-LFM [1]) by 15.44 in Mean Per Joint Position Error (MPJPE) measurement. Overview of the challenging Human3.6M 3D WholeBody (H3WB) [2] is a large scale dataset w…

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

AI

…mori 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 an efficient optimization o…

Revolutionizing Cancer Genomics: The Power of XAI and Knowledge Graphs

AI

…he 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 cancer journal Cancers (Basel) (Impact Fac…

Democratizing the use of AI with FUJITSU-MONAKA

…lligence (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 size of the models and volume of the data s…

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

AI

…curately paired clear and weather-degraded images. This challenge tackles real-world weather effects on semantic segmentation, aiming to spark new methods for handling these challenging images. Figure.1 Examples of WeathrProof Dataset Our s…

Introducing Traffic Image Surveillance

…iting new AI core engine –Traffic Image Surveillance –that is now available from Fujitsu Kozuchi. This blog is part of a series introducing the AI core engines of Fujitsu Kozuchi. At the end of the article, you can find a list of all the pr…

Introducing Smart Enterprise Data Assistant

…iting new AI core engine, - Smart Enterprise Data Assistant – which is now available from Fujitsu Kozuchi. This article is part of a series introducing the AI core engines of Fujitsu Kozuchi, and you can find a full summary of the previous …

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

… 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 technologies developed by Fujitsu. Th…

Introducing Composite AI – Generate optimization AI automatically –

…iting new AI core engine – Composite AI – which is now available from Fujitsu Kozuchi. This article is part of a series introducing the AI core engines of Fujitsu Kozuchi, and you can find a full summary of the previous articles at the end.…

Introducing the Fujitsu AutoML for Vision

AI

…iting new AI core engine – Fujitsu AutoML for Vision – which is now available from Fujitsu Kozuchi. This article is part of a series introducing the AI core engines of Fujitsu Kozuchi. At the end of the article, you can find a list of all t…

Introducing Fujitsu Auto Data Wrangling

…iting new AI core engine - Fujitsu Auto Data Wrangling – which is now available from Fujitsu Kozuchi. This article is part of a series introducing the AI core engines of Fujitsu Kozuchi. At the end of the article, you can find a list of all…

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

…e 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’ impressions and feedback, …

Towards trusted AI: introducing a new technology to diagnose biases in large language models

… from the AI Trust Research Centre. Today, we would like to introduce an exciting new AI core engine – the Fujitsu LLM Bias Diagnosis, which is now available from Fujitsu Kozuchi. The LLM Bias Diagnosis is a technology that can diagnose bia…

Successful beam control by sub-terahertz band array antenna for 6G high-speed communication

…0 GHz. Details of this technology were presented at 2023 IEEE CAMA (Conference on Antenna Measurements and Applications). These array antenna and power amplifier will be exhibited at MWC 2024 (Mobile World Congress), the world's largest mob…

Introducing the Adversarial Example Attack Detector

… 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. This blog is the fifth in our five-week blog series…

Introducing Camera Angle Change Detection

…iting new AI core engine - Camera Angle Change Detection – which is now available from Fujitsu Kozuchi . This blog is the fourth part of a five-week blog series. The last post, " Introducing Multi-Camera Tracking " is here ! Camera Angle Ch…

Introducing Multi-Camera Tracking

…iting new AI core engine - Multi-Camera Tracking – which is now available from Fujitsu Kozuchi (code name) - Fujitsu AI Platform. Multi-Camera Tracking is a technology that can track an individual in real-time using several cameras. It is o…

Experience ‘Trustable Internet’ a technology for fighting disinformation

…ats, is available to the global public at the following URL. https://en-portal.research.global.fujitsu.com/ The concept of Trustable Internet was established in partnership with the Keio University SFC Research Institute in October 2022. In…

Introducing The Fujitsu Neuro-Symbolic Explainer

…iting new AI core engine – the Fujitsu Neuro-Symbolic Explainer – which is now available from Fujitsu Kozuchi (code name) - Fujitsu AI Platform. This blog is the second part of a five-week blog series. The previous post, "Introducing Synthe…

Introducing Synthetic Image Generation

…iting new AI core engine - Synthetic Image Generation – which is now available from Fujitsu Kozuchi (code name) - Fujitsu AI Platform . Synthetic Image Generation enables users to generate images to their desired style. It is one of the AI …

Advance Notice for Blog Series about Fujitsu Kozuchi AI core engines

…e 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 help them in their work. We w…

1st place in the WACV Physical Retail AI Workshop challenge

AI

…ysical Retail AI challenge (https://physicalstoreworkshop.github.io/challenge.html). We won the first place with a significant lead over the second place team. In this blog, I will introduce the challenge information, our solution and offer…

Fujitsu Research Portal is now available to try Fujitsu's advanced technologies on the web

… is now available to the global public at the following URL. https://en-portal.research.global.fujitsu.com/ This article introduces the Fujitsu Research Portal, including Fujitsu's aims for publishing the portal, an overview of the technolo…

Best Paper Award Finalist on Cognitive Robotics of IROS 2023

…roject of AI Lab. We are thrilled to announce that our paper, "Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union Learning," has been selected as a finalist for the "IROS 2023 …