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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| NC, MBE (Joint) |
2023-03-14 09:55 |
Tokyo | The Univ. of Electro-Communications (Primary: On-site, Secondary: Online) |
An extension of the Sinkhorn divergence via convex combination of the bias correction term Kyohei Miwa, Yu Nishiyama (UEC)  NC2022-100 |
Sinkhorn divergence (SD) is a divergence in which a bias correction term is added to the entropic optimal transport (EOT... [more] | NC2022-100 pp.48-53 |
| IBISML | 2022-12-23 15:10 |
Kyoto | Kyoto University (Primary: On-site, Secondary: Online) |
Fixed Support Tree-Sliced Wasserstein Barycenter Yuki Takezawa, Ryoma Sato (Kyoto Univ./RIKEN AIP), Zornitsa Kozareva (Meta AI), Sujith Ravi (SliceX AI), Makoto Yamada (Kyoto University/RIKEN AIP/OIST) IBISML2022-63 |
The Wasserstein barycenter has been widely studied in various fields, including natural language processing, and compute... [more] | IBISML2022-63 pp.142-149 |
| ISEC, SITE, LOIS | 2022-11-18 14:30 |
Online | Online | Investigating the Use of Latent Representations in Federated Learning Using Normalizing Flow and Optimal Transport Algorithms Motonobu Uchikoshi, Takeshi Mori (JRI) ISEC2022-35 SITE2022-39 LOIS2022-19 |
(To be available after the conference date) [more] | ISEC2022-35 SITE2022-39 LOIS2022-19 pp.27-31 |
| IBISML | 2022-03-08 10:25 |
Online | Online | Robust computation of optimal transport by β-potential regularization Shintaro Nakamura (Univ. Tokyo), Han Bao (Univ.Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. Tokyo) IBISML2021-31 |
Optimal transport (OT) has become a widely used tool to measure the discrepancy between probability distributions in th... [more] |
IBISML2021-31 pp.8-14 |
| IBISML | 2022-01-18 14:40 |
Online | Online | Domain Adaptation with Optimal Transport for Extended Variable Space Toshimitsu Atiake (ISM), Hideitsu Hino (ISM/RIKEN) IBISML2021-27 |
Domain adaptation aims to transfer knowledge of labeled instances obtained from a source domain to a target domain to fi... [more] | IBISML2021-27 pp.67-74 |
| IBISML | 2020-10-21 15:35 |
Online | Online | IBISML2020-24 |
The goal of this study is to understand the information processing mechanism in a deep neural network (DNN) as a curve $... [more] | IBISML2020-24 p.42 |
| NLP, NC (Joint) |
2020-01-24 10:10 |
Okinawa | Miyakojima Marine Terminal | Optimal Transport based Autoencoder for class and style Disentanglement Florian Tambon, Tetsuo Furukawa (Kyutech) NC2019-62 |
The Sinkhorn autoencoder is a novel generative model using optimal transport to model the aggregated posterior from samp... [more] | NC2019-62 pp.17-22 |
| IBISML | 2018-11-05 15:10 |
Hokkaido | Hokkaido Citizens Activites Center (Kaderu 2.7) | [Poster Presentation]
How does the complexity of critic affect the performance of WGAN? Akihiro Iohara, Toshiyuki Tanaka (Kyoto Univ.) IBISML2018-60 |
WGAN is a generative model that learns by minimizing the Wasserstein distance between the generator distribution and the... [more] | IBISML2018-60 pp.119-125 |
| NLP | 2014-01-22 14:30 |
Hokkaido | Niseko Park Hotel | Control of Vehicles by Updating Optimal Velocity Function based on Local Information Yuta Minoshima, Hiroya Nakao (Tokyo Inst. of Tech.) NLP2013-157 |
Traffic congestion of vehicles is considered to be a social problem, leading to waste of transportation time. To suppre... [more] | NLP2013-157 pp.145-149 |
| MoNA, IPSJ-AVM | 2011-07-14 13:20 |
Nara | Nara Institute of Science and Technology | SCTP Optimum Path Selection using Ant Colony Optimization Approach and Heartbeat Chunks Muhammad Ariff Bin Baharudin, Eiji Kamioka (Shibaura Inst. of Tech.) MoMuC2011-13 |
This paper proposes an optimum path selection approach by using the Ant Colony Optimization (ACO) technique and HEARTBEA... [more] | MoMuC2011-13 pp.1-6 |
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