Yohei Nakata
Panasonic (Japan)(JP)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Neural Networks and Applications
Most-Cited Works
- → MTTrans: Cross-domain Object Detection with Mean Teacher Transformer(2022)46 cited
- → Three-dimensional measurement of local strain using digital stereo photogrammetry in the triaxial test(2017)8 cited
- → Learning Intra-class Multimodal Distributions with Orthonormal Matrices(2024)4 cited
- → RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning(2020)3 cited
- → Lossless AI: Toward Guaranteeing Consistency between Inferences Before and After Quantization via Knowledge Distillation(2021)1 cited
- → Fisher-aware Quantization for DETR Detectors with Critical-category Objectives(2024)
- → Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting(2023)
- A Study on Sensing System for Human Activity Recognition(2015)