動作認識データセット横断の動作ラベル間関係データセット「MetaVD」を公開しました A meta dataset that annotates relationships between action labels across action recognition datasets, MetaVD, is published

action recognition, dataset, MetaVD, NEDO

【終了】第3回ステアラボソフトウェア技術セミナー 上里友弥 様「プログラムの最適化手法を用いた Erasure Coding の最適化」 The 3rd STAIR Lab ST Seminar: Dr. Yuya Uezato, "Optimizing Erasure Coding using Program Optimization Techniques"

材料科学論文の図表から情報抽出するツールの開発 Extracting Data From Figures in Materials Science Articles

マテリアルズ・インフォマティクス, OCR, materials informatics, NEDO

Neural generators of sparse local linear models for achieving both accuracy and interpretability Neural generators of sparse local linear models for achieving both accuracy and interpretability

deep learning, XAI, ML, 説明可能, ディープラーニング, 深層学習, neural networks

Gaussian Process Regression With Interpretable Sample-wise Feature Weights Gaussian Process Regression With Interpretable Sample-wise Feature Weights

XAI, ML, 説明可能, ガウス過程, Gaussian processes

自己説明型機械学習 Self-Explaining Machine Learning

XAI, 機械学習, ML, AI

【終了】第28回ステアラボ人工知能セミナー 菅原朔 先生「説明性の高い自然言語理解のベンチマークに向けて」 The 28th STAIR Lab AI Seminar: Dr. Saku Sugawara, "Towards a Highly Explainable Benchmark for Natural Language Understanding"

MetaVD: A Meta Video Dataset for enhancing human action recognition datasets MetaVD: A Meta Video Dataset for enhancing human action recognition datasets

action recognition, dataset, STAIR Actions, MetaVD

Predicting How CNN Training Time Changes on Various Mini-Batch Sizes by Considering Convolution Algorithms and Non-GPU Time Predicting How CNN Training Time Changes on Various Mini-Batch Sizes by Considering Convolution Algorithms and Non-GPU Time

GPU performance, Convolutional Neural Networks

An Extensionally Equivalence-ensured Language for Task Parallel Processing with Backtracking-based Load Balancing An Extensionally Equivalence-ensured Language for Task Parallel Processing with Backtracking-based Load Balancing

task parallel processing, load balancing, work stealing, domain-specific language, termination, confluence, rewriting, concurrency, operational semantics