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LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing


Feb 10, 2021
Takashi Oya, Shigeo Morishima

* 4 pages, 3 figures, the paper at AAAI 2021 Workshop on AI Education https://sites.google.com/view/tipce-2021/home 

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LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing, 2nd place solution for Riiid! Answer Correctness Prediction


Jan 28, 2021
Takashi Oya, Shigeo Morishima

* 4 pages, 3 figures, the paper at AAAI 2021 Workshop on AI Education https://sites.google.com/view/tipce-2021/home 

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Self-Supervised Learning for Visual Summary Identification in Scientific Publications


Jan 14, 2021
Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš, Shigeo Morishima


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Do We Need Sound for Sound Source Localization?


Jul 11, 2020
Takashi Oya, Shohei Iwase, Ryota Natsume, Takahiro Itazuri, Shugo Yamaguchi, Shigeo Morishima

* Paper: 14 pages, 6 figures. Supplementary Material: 6 pages, 3 figures. Videos and Codes will be released later 

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MirrorNet: A Deep Bayesian Approach to Reflective 2D Pose Estimation from Human Images


Apr 08, 2020
Takayuki Nakatsuka, Kazuyoshi Yoshii, Yuki Koyama, Satoru Fukayama, Masataka Goto, Shigeo Morishima

* 19 pages 

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What Do Adversarially Robust Models Look At?


May 19, 2019
Takahiro Itazuri, Yoshihiro Fukuhara, Hirokatsu Kataoka, Shigeo Morishima


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PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization


May 15, 2019
Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa, Hao Li

* project page: https://shunsukesaito.github.io/PIFu 

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SiCloPe: Silhouette-Based Clothed People


Dec 31, 2018
Ryota Natsume, Shunsuke Saito, Zeng Huang, Weikai Chen, Chongyang Ma, Hao Li, Shigeo Morishima


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FSNet: An Identity-Aware Generative Model for Image-based Face Swapping


Nov 30, 2018
Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima

* 20pages, Asian Conference of Computer Vision 2018 

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Automatic Paper Summary Generation from Visual and Textual Information


Nov 16, 2018
Shintaro Yamamoto, Yoshihiro Fukuhara, Ryota Suzuki, Shigeo Morishima, Hirokatsu Kataoka

* International Conference on Machine Vision 2018, Munich, Germany 

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Understanding Fake Faces


Sep 22, 2018
Ryota Natsume, Kazuki Inoue, Yoshihiro Fukuhara, Shintaro Yamamoto, Shigeo Morishima, Hirokatsu Kataoka

* 11 pages, 3 figures, ECCV 2018 Workshop on Brain-Driven Computer Vision (BDCV) 

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RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces


Apr 18, 2018
Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima


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