…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…

…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…

…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…

…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 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…

…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.…

…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…

…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…

…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, …

… 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…

…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…

… 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…

…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…

…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…

…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…

…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…

…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 …

…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…

…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…

… 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…

…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 …

…n the 7th AI CITY CHALLENGE (https://www.aicitychallenge.org/), with an absolute advantage of 6% over the runner-up. In this article, we will introduce the competition, our solution and efforts during this event, and a final review. Figure …

…rfit and fail to achieve satisfactory performance on small datasets. To address this issue, data augmentation can be used to generate more data labels or data samples. Data augmentation techniques have been widely used to reduce overfitting…

…eloped an AI technology called Multi-Rate VAE (MR-VAE), enabling the acquisition of the full rate-distortion curve by only a single training run. We will present our work at ICLR 2023 (notable-top-5%). In this blog post, we introduce our jo…

…eloped an AI technology called cost-sensitive self-training that can optimize practical real-world metrics which are complex and present it at NeurIPS 2022. In this blog post, we introduce our joint research. Paper Title: Cost-Sensitive Sel…

…pment on "AI-based Knowledge Discovery". Recently, We have started a joint research project with [Duke University's Interpretable Machine Learning Lab (https://users.cs.duke.edu/~cynthia/lab.html), and the research result, "Exploring the Wh…

…HPCG, HPL-AI, and Graph500), for the fourth consecutive term. At the same conference, we also won the number one spot in the MLPerfTM HPC benchmark, which is dedicated to the actual deep learning (DL) training process. In this blog, we disc…

… Research aims to create “AI that can learn autonomously”, and has been running a joint research program towards this goal with researchers at Massachusetts Institute of Technology (MIT) and Center for Brains, Minds and Machines (CBMM) sinc…

…d like to aim for further popularization of scikit-learn and the acquisition of new contributors from Japan and Asia in general. Please look forward to it! Workshop (Preining) With interpretability of machine learning models ever increasing…

…HPCG, HPL-AI, Graph500), so it is off to a very promising start. My department is involved in researching and developing techniques to accelerate deep learning (DL) processes on Fugaku and PRIMEHPC FX1000/700, which is our product that uses…