10 citations · 24 across the 6 of their papers we have counts for
6 papers
PMSM transient response optimization by end-to-end optimal control
Yuta Kawachi, Mitsuru Ambai, Yuichi Yoshida +1
Speed responses of motors, especially Permanent Magnet Synchronous Motors (PMSMs), are increasing in importance for recent applications, such as electric vehicles or quadrotors. Th…
Lossy compression of matrices by black-box optimisation of mixed integer nonlinear programming
Tadashi Kadowaki, Mitsuru Ambai
In edge computing, suppressing data size is a challenge for machine learning models that perform complex tasks such as autonomous driving, in which computational resources (speed,…
Canonical and Compact Point Cloud Representation for Shape Classification
Kent Fujiwara, Ikuro Sato, Mitsuru Ambai +2
We present a novel compact point cloud representation that is inherently invariant to scale, coordinate change and point permutation. The key idea is to parametrize a distance fiel…
Binary-decomposed DCNN for accelerating computation and compressing model without retraining
Ryuji Kamiya, Takayoshi Yamashita, Mitsuru Ambai +3
Recent trends show recognition accuracy increasing even more profoundly. Inference process of Deep Convolutional Neural Networks (DCNN) has a large number of parameters, requires a…
Fast Supervised Discrete Hashing and its Analysis
Gou Koutaki, Keiichiro Shirai, Mitsuru Ambai
In this paper, we propose a learning-based supervised discrete hashing method. Binary hashing is widely used for large-scale image retrieval as well as video and document searches…
Pairwise Rotation Hashing for High-dimensional Features
Kohta Ishikawa, Ikuro Sato, Mitsuru Ambai
Binary Hashing is widely used for effective approximate nearest neighbors search. Even though various binary hashing methods have been proposed, very few methods are feasible for e…