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fltech - 富士通研究所の技術ブログ

富士通研究所の研究員がさまざまなテーマで語る技術ブログ

Conference Paper

“Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve” accepted at ICLR2023 as notable-top-5%

Recently, in our joint research with the University of Toronto, we have developed 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 ou…

"Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics" presented on NeurIPS 2022

Recently, in our joint research with the Indian Institute of Science, we have developed an AI technology called cost-sensitive self-training that can optimize practical real-world metrics which are complex and present it at NeurIPS 2022. I…

"Exploring the Whole Rashomon Set of Sparse Decision Trees" presented on NeurIPS 2022

We are conducting research and development 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 …

Our research result on systematic generalization presented at NeurIPS 2021

Japanese version I'm Tomotake Sasaki, a senior researcher at Autonomous Learning Project in Fujitsu Research. Fujitsu Research aims to create “AI that can learn autonomously”, and has been running a joint research program towards this goal…