output
19992022
most citedLossy compression of matrices by black-box optimisation of mixed integer nonlinear programming

10 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

6 papers

cs.LG2022★ 10 cited

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,…

cs.CV2020

Rethinking PointNet Embedding for Faster and Compact Model

Teppei Suzuki, Keisuke Ozawa, Yusuke Sekikawa

PointNet, which is the widely used point-wise embedding method and known as a universal approximator for continuous set functions, can process one million points per second. Nevert…

cs.CV2020★ 1 cited

Superpixel Segmentation via Convolutional Neural Networks with Regularized Information Maximization

Teppei Suzuki

We propose an unsupervised superpixel segmentation method by optimizing a randomly-initialized convolutional neural network (CNN) in inference time. Our method generates superpixel…

eess.SY2017

Finding a Feasible Initial Solution for Flatness-Based Multi-Link Manipulator Motion Planning under State and Control Constraints

Keisuke Uto, Makoto Obayashi, Gaku Takano

In this paper, we present a method to initialize at a feasible point and unfailingly solve a non-convex optimization problem in which a set-point motion is planned for a multi-link…

cs.CV2013

A Face-like Structure Detection on Planet and Satellite Surfaces using Image Processing

Kazutaka Kurihara, Masakazu Takasu, Kazuhiro Sasao +5

This paper demonstrates that face-like structures are everywhere, and can be de-tected automatically even with computers. Huge amount of satellite images of the Earth, the Moon, th…

cond-mat.mtrl-sci1999

Application of Raman Scattering to Study the Strain Distribution in SiGe Layers

Zhongwei Pan, Richard Chin

In this paper, we mainly present a new simple, efficient and nondestructive Raman scattering analysis method to study the distribution of strain in SiGe alloy films. The method can…