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Articles by Hiroki Naganuma

Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation
31 December 2024 by Yuji Naraki and others
Computation and Language, Machine Learning
Towards Understanding Variants of Invariant Risk Minimization through the Lens of Calibration
18 June 2024 by Kotaro Yoshida and Hiroki Naganuma
Machine Learning
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration
30 May 2024 by Hiroki Naganuma and others
Machine Learning, Artificial Intelligence
Geometric Insights into Focal Loss: Reducing Curvature for Enhanced Model Calibration
1 May 2024 by Masanari Kimura and Hiroki Naganuma
Machine Learning, Artificial Intelligence
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths
20 June 2023 by Charles Guille-Escuret and others
Machine Learning, Optimization and Control
Conjugate Gradient Method for Generative Adversarial Networks
20 February 2023 by Hiroki Naganuma and Hideaki Iiduka
Machine Learning, Computer Vision and Pattern Recognition
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
18 November 2022 by Hiroki Naganuma and others
Machine Learning, Artificial Intelligence
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation
22 June 2022 by Kilian Fatras and others
Computer Vision and Pattern Recognition, Machine Learning
Characterization of Spin-Transfer-Torque effect induced magnetization dynamics driven by short current pulses
27 November 2017 by Tom Meyer and others
Mesoscale and Nanoscale Physics
Spin-Wave versus Joule Heating in Spin-Hall-Effect/Spin-Transfer-Torque Driven Cr/Heusler/Pt Waveguides
4 September 2017 by Tom Meyer and others
Mesoscale and Nanoscale Physics
Tuning up or down the critical thickness in LaAlO3/SrTiO3 through in situ deposition of metal overlayers
30 August 2017 by Diogo Castro Vaz and others
Materials Science
Highly efficient and tuneable spin-to-charge conversion through Rashba coupling at oxide interfaces
21 September 2016 by Edouard Lesne and others
Materials Science
Nonlinear emission of spin-wave caustics from an edge mode of a micro-structured Co2Mn0.6Fe0.4Si waveguide
12 December 2012 by Thomas Sebastian and others
Mesoscale and Nanoscale Physics, Optics