Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
SIP, SP, EA, IPSJ-SLP [detail] |
2024-02-29 15:10 |
Okinawa |
(Primary: On-site, Secondary: Online) |
Privacy preserving deep unrolling ISTA method for sparse representation Nichika Yuge, Takayuki Nakachi (Univ. of the Ryukyus.) EA2023-81 SIP2023-128 SP2023-63 |
In recent years, the use of edge and cloud computing has expanded. Along with this, a method called sparse modeling is a... [more] |
EA2023-81 SIP2023-128 SP2023-63 pp.121-126 |
BioX, SIP, IE, ITE-IST, ITE-ME [detail] |
2023-05-19 10:30 |
Mie |
Sansui Hall, Mie University (Primary: On-site, Secondary: Online) |
Privacy Preserving Deep Unrolling Methods using Random Unitary Transform Nichika Yuge, Takayuki Nakachi, Morikazu Nakamura (Univ. of the Ryukyus.) SIP2023-10 BioX2023-10 IE2023-10 |
Edge and cloud computing has been spreading in many fields including machine learning.Sparse modeling attracts attention... [more] |
SIP2023-10 BioX2023-10 IE2023-10 pp.41-46 |
EMM |
2022-03-08 11:50 |
Online |
(Primary: Online, Secondary: On-site) (Primary: Online, Secondary: On-site) |
RUT Computation of Gaussian Process Regression for Encrypting Input and Output Signals Takayuki Nakachi (Univ. of the Ryukyus), Yitu Wang (NTT) EMM2021-115 |
n this paper, we propose Gaussian Process Regression (GPR) for encrypted data generated based on random unitary transfor... [more] |
EMM2021-115 pp.124-129 |
SIS, IPSJ-AVM |
2021-06-24 13:45 |
Online |
Online |
Privacy-Preserving Secure Computation of Gaussian Process Regression
-- Find patterns and rules from encrypted data -- Takayuki Nakachi (Univ. of the Ryukyus), Yitu Wang (NTT) SIS2021-8 |
In this paper, we propose Gaussian Process Regression (GPR) for encrypted data generated based on random unitary transfo... [more] |
SIS2021-8 pp.43-48 |
QIT (2nd) |
2021-05-24 13:30 |
Online |
Online |
[Poster Presentation]
Machine Learning of Quantum Circuits Using OTOC Ryosuke Kutsuzawa, Naoya Kobayashi, Masahiro Fujii (Shizuoka Univ), Yoshifumi Nakata (Tokyo Univ), Yasunari Suzuki (NTT), Masaki Owari (Shizuoka Univ) |
Recently, Alves et al. succeeded a discrimination among Haar measure, 1-design, and 2-design by learning out of time ord... [more] |
|
HCGSYMPO (2nd) |
2020-12-15 - 2020-12-17 |
Online |
Online |
Joint Inter-device Matching and Temporal Alignment between Camera and Wearable Sensors using 3D Motion Correlation Hiroyuki Ishihara, Shiro Kumano, Takayuki Nakachi (NTT) |
In this paper, we propose a method to estimate the correspondence between a person’s ID and a device ID of a person, and... [more] |
|
SP, EA, SIP |
2020-03-02 15:10 |
Okinawa |
Okinawa Industry Support Center (Cancelled but technical report was issued) |
A Pattern Recognition Method Using Secure Sparse Representations in L0 Norm Minimization Takayuki Nakachi, Yitu Wang (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) EA2019-130 SIP2019-132 SP2019-79 |
In this paper, we propose a privacy-preserving pattern recognition method using encrypted sparse representations in L0 n... [more] |
EA2019-130 SIP2019-132 SP2019-79 pp.169-174 |
ITE-BCT, SIS |
2019-10-25 11:10 |
Fukui |
Fukui International Activities Plaza |
Image Compression in Encryption-then-Compression System Using Secure Sparse Representations Takayuki Nakachi (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) SIS2019-21 |
n this paper, we propose a image compression method using secure sparse representations in Encryption-then-Compression (... [more] |
SIS2019-21 pp.77-82 |
IE, EMM, LOIS, IEE-CMN, ITE-ME, IPSJ-AVM [detail] |
2019-09-19 15:10 |
Niigata |
Tokimeito, Niigata University |
Secure sparse representations in L0 norm minimization Takayuki Nakachi (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) LOIS2019-11 IE2019-24 EMM2019-68 |
In this paper, we propose a method to estimate secure sparse representations in L0 norm minimization, and evaluate the e... [more] |
LOIS2019-11 IE2019-24 EMM2019-68 pp.25-30 |
QIT (2nd) |
2019-05-20 12:00 |
Fukuoka |
Kyushu University, Chikushi Campus |
One-Shot Randomized and Nonrandomized Partial Decoupling Eyuri Wakakuwa (UEC), Yoshifumi Nakata (Kyoto U) |
We introduce a task that we call partial decoupling, in which a bipartite quantum state is transformed by a unitary oper... [more] |
|
EMM |
2019-03-14 11:30 |
Okinawa |
TBD |
Image Patch Modeling using Secure Computation of Sparse Dictionary Learning Takayuki Nakachi (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) EMM2018-115 |
With the advent of the big data era, digital content continues to increase.
Sparse coding is attracting attention as an... [more] |
EMM2018-115 pp.129-134 |
SIS |
2019-03-06 15:10 |
Tokyo |
Tokyo Univ. Science, Katsushika Campus |
Secure Computation of Sparse Dictionary Learning Takayuki Nakachi, Yukihiro Bandoh (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) SIS2018-43 |
With the advent of the big data era, all digital contents continue to increase. Sparse modeling is drawing attention as ... [more] |
SIS2018-43 pp.35-40 |
ITS, IE, ITE-MMS, ITE-HI, ITE-ME, ITE-AIT [detail] |
2019-02-20 14:45 |
Hokkaido |
Hokkaido Univ. |
Encrypted Image Classification by Using Secure OMP Computation Takayuki Nakachi (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) ITS2018-84 IE2018-105 |
Currently, huge amounts of image/video are being recorded and uploaded every day by surveillance systems or SNS services... [more] |
ITS2018-84 IE2018-105 pp.227-232 |
IEE-CMN, EMM, LOIS, IE, ITE-ME [detail] |
2018-09-27 13:50 |
Oita |
Beppu Int'l Convention Ctr. aka B-CON Plaza |
Image Patch Modeling in Encrypted Domain using Sparse Coding Takayuki Nakachi (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) LOIS2018-12 IE2018-32 EMM2018-51 |
Sparse coding represents observed signals effectively as a linear combination of a small number of bases which are chose... [more] |
LOIS2018-12 IE2018-32 EMM2018-51 pp.13-18 |
SIS, IPSJ-AVM, ITE-3DMT [detail] |
2018-06-07 10:20 |
Hokkaido |
Jozankei View Hotel |
Secure Computation of Sparse Coding for Privacy Protection Takayuki Nakachi (NTT), Hitoshi Kiya (Tokyo Metro. Univ.) SIS2018-2 |
Sparse coding represents observed signals effectively as a linear combination of a small number of bases which are chose... [more] |
SIS2018-2 pp.7-12 |
VLD, CAS, MSS, SIP |
2016-06-16 16:40 |
Aomori |
Hirosaki Shiritsu Kanko-kan |
A generation scheme of random unitary matrices for template protection Yuko Saito, Sayaka Shiota, Hitoshi Kiya (Tokyo Metropolitan Univ.) CAS2016-14 VLD2016-20 SIP2016-48 MSS2016-14 |
Random unitary matrices-based template protection methods have been proposed as one of biometric template protection sch... [more] |
CAS2016-14 VLD2016-20 SIP2016-48 MSS2016-14 pp.73-78 |
RCS |
2015-06-26 10:21 |
Hokkaido |
Hokkaido Univ. |
Performance Comparison of Random Beamforming and Codebook-Based Beamforming in Cellular Downlink with Massive MIMO Takuya Hoshino, Kenichi Higuchi (Tokyo Univ. of Science) RCS2015-89 |
This paper compares the throughput levels of random beamforming (RB) and codebook-based beamforming (CBBF) in cellular d... [more] |
RCS2015-89 pp.253-256 |
RCS, AP (Joint) |
2013-11-20 14:00 |
Shimane |
Matsue Terrsa |
Comparison of Beamforming Matrix Control Methods in Base Station Cooperative Multiuser MIMO Using Block-Diagonalized Beamforming Matrix Nobuhide Nonaka (Tokyo Univ. of Science), Yuichi Kakishima (NTT DOCOMO), Kenichi Higuchi (Tokyo Univ. of Science) RCS2013-176 |
This paper investigates beamforming control method in the base station (BS) cooperative multiuser multiple-input multipl... [more] |
RCS2013-176 pp.13-18 |
RCS |
2013-06-20 11:10 |
Hokkaido |
Hokkaido Univ. |
Base Station Cooperative Multiuser MIMO Using Block-diagonalized Random Beamforming with Online Update Nobuhide Nonaka (Tokyo Univ. of Science), Yuichi Kakishima (NTT DOCOMO), Kenichi Higuchi (Tokyo Univ. of Science) RCS2013-49 |
This paper investigates an application of random (opportunistic) beamforming (RB) to the base station (BS) cooperative m... [more] |
RCS2013-49 pp.73-78 |
SR, RCS, USN, AN (Joint) |
2008-10-22 14:35 |
Okinawa |
Okinawa industry support center |
A Random Beamforming Technique in Multiuser Multi-Antenna OFDM Systems for Large System Capacity and Fairness Among Users Yoshitaka Eriguchi (Tokyo Univ. of Science), Tomoaki Ohtsuki (Keio Univ.) RCS2008-107 |
We propose a random beamforming technique in multiuser multi-antenna orthogonal frequency division mulplexing (OFDM) sys... [more] |
RCS2008-107 pp.25-30 |