IEICE Technical Committee

Information and Systems-Image Engineering(Date:2018/11/05)

Presentation

Shin-ichiro Goto(Kyoto Univ.), Hideitsu Hino(ISM),

[Date]2018-11-05
[Paper #]IBISML2018-44

[Poster Presentation] Parameter Density Inheritance Using Kernel Density Estimation for Efficient CNN Learning

Keisuke Horiuchi(Tsukuba Univ.), Keisuke Kameyama(Tsukuba Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-45

[Poster Presentation] A Fast Approximation of the Nadaraya-Watson Regression with the k-Nearest Neighbor Crossover Kernel

Toshio Ito(FUJITSU LAB), Naoki Hamada(FUJITSU LAB), Kotaro Ohori(FUJITSU LAB), Hiroyuki Higuchi(FUJITSU LAB),

[Date]2018-11-05
[Paper #]IBISML2018-46

[Poster Presentation] Posterior mean approximation solution combining multiple image prior distributions in MR image reconstruction

Nanako Kubota(Waseda Univ.), Ken Harada(Waseda Univ.), Koji Fujimoto(Kyoto Univ.), Tomohisa Okada(Kyoto Univ.), Masato Inoue(Waseda Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-47

[Poster Presentation] Inference for Logitistic Regression Mixture Model with Local Variational Approximation and Study for Variational Free Energy

Fumito Nakamura(Generic Solution), Ryosuke Konishi(Generic Solution), Yasushi Kiyoki(Keio),

[Date]2018-11-05
[Paper #]IBISML2018-48

［ポスター講演］独立低ランクテンソル分析：非負値性・低ランク性・独立性に基づくブラインド音源分離の統一理論

Kazuyoshi Yoshii(Kyoto Univ./RIKEN), Hiroyuki Sato(Kyoto Univ.), Yoshiaki Bando(Kyoto Univ./AIST), Eita Nakamura(Kyoto Univ.), Tatsuya Kawahara(Kyoto Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-49

[Poster Presentation] Generalized Dirichlet-Process-Means with f-Mean and Analysis of Influence Function

Masahiro Kobayashi(Toyohashi Tech.), Kazuho Watanabe(Toyohashi Tech.),

[Date]2018-11-05
[Paper #]IBISML2018-50

[Poster Presentation] Variational Approximation Accuracy in Non-negative Matrix Factorization

Naoki Hayashi(MSI),

[Date]2018-11-05
[Paper #]IBISML2018-51

[Poster Presentation] Safe Screening of a Sparse KLIEP Model on Markov Network Structural Change Detection

Hiroki Sato(Gifu Univ), Motoki Shiga(Gifu Univ./JST/RIKEN), Makoto Yamada(Kyoto Univ./JST/RIKEN),

[Date]2018-11-05
[Paper #]IBISML2018-52

[Poster Presentation] Learning Hierarchical Structure via Nearest Neighbor Search and Formal Concept Analysis

Yuka Yoneda(Osaka Univ.), Mahito Sugiyama(NII), Takashi Washio(Osaka Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-53

[Poster Presentation] Statistical Mechanical Analysis of Single-layer Perceptron with Layer Normalization

Shiro Takagi(Tokyo Univ.), Yuki Yoshida(Tokyo Univ.), Masato Okada(Tokyo Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-54

[Poster Presentation] Development of the topology-preserving image alignment based on a local deformation of kernel density function

Masataka Watajima(KIT), Sayuri Kuge(KU), Takeshi Ishihara(KU), Yuichi Iino(UT), Ryo Yoshida(ISM), Terumasa Tokunaga(KIT),

[Date]2018-11-05
[Paper #]IBISML2018-55

[Poster Presentation] CNN's Robustness Against Large Scale Dataset

Ryuichiro Hataya(UTokyo), Hideki Nakayama(UTokyo),

[Date]2018-11-05
[Paper #]IBISML2018-56

[Poster Presentation] Crowd Navigation via Bayesian Optimization of Multi-agent Simulation

Hitoshi Shimizu(NTT), Takuma Otsuka(NTT), Tomoharu Iwata(NTT), Hiroshi Sawada(NTT), Futoshi Naya(NTT), Naonori Ueda(NTT),

[Date]2018-11-05
[Paper #]IBISML2018-57

[Poster Presentation] Learning Restricted Boltzmann Machine via the Adaptive Thouless-Anderson-Palmer Mean-Field Approximation

Chako Takahashi(Tohoku Univ.), Muneki Yasuda(Yamagata Univ.), Kazuyuki Tanaka(Tohoku Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-58

[Poster Presentation] Bayesian Optimization for Multiobjective Optimization and Multipoint Search

Takashi Wada(KSL), Hideitsu Hino(ISM),

[Date]2018-11-05
[Paper #]IBISML2018-59

[Poster Presentation] How does the complexity of critic affect the performance of WGAN?

Akihiro Iohara(Kyoto Univ.), Toshiyuki Tanaka(Kyoto Univ.),

[Date]2018-11-05
[Paper #]IBISML2018-60

[Poster Presentation] Online Prediction for Varying Bernoulli Processes by Minimax Strategy

Kenta Konagayoshi(Toyohashi Tech), Kazuho Watanabe(Toyohashi Tech),

[Date]2018-11-05
[Paper #]IBISML2018-61

[Poster Presentation] Proposal of Hyperparameter Optimization Framework Using a Non-Stationary Multi-Armed Bandit Algorithm

Kenshi Abe(CA), Masahiro Nomura(CA),

[Date]2018-11-05
[Paper #]IBISML2018-62

[Poster Presentation] Watermarking of Neural Network with Exponential Weighting Parameters

Ryota Namba(Tsukuba Univ.), Jun Sakuma(Tsukuba Univ./riken),

[Date]2018-11-05
[Paper #]IBISML2018-63