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Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery



Yoshitomo Matsubara , Naoya Chiba , Ryo Igarashi , Tatsunori Taniai , Yoshitaka Ushiku

* Preprint. Code and datasets are available at https://github.com/omron-sinicx/srsd-benchmark https://huggingface.co/datasets/yoshitomo-matsubara/srsd-feynman_easy https://huggingface.co/datasets/yoshitomo-matsubara/srsd-feynman_medium https://huggingface.co/datasets/yoshitomo-matsubara/srsd-feynman_hard 

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Edge-Selective Feature Weaving for Point Cloud Matching



Rintaro Yanagi , Atsushi Hashimoto , Shusaku Sone , Naoya Chiba , Jiaxin Ma , Yoshitaka Ushiku


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Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation



Takehiko Ohkawa , Takuma Yagi , Atsushi Hashimoto , Yoshitaka Ushiku , Yoichi Sato

* Accepted to IEEE Access 2021 

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Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning



Ukyo Honda , Yoshitaka Ushiku , Atsushi Hashimoto , Taro Watanabe , Yuji Matsumoto

* EACL 2021 (11 pages, 3 figures; corrected the description of pseudo-caption preprocessing) 

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Divergence Optimization for Noisy Universal Domain Adaptation



Qing Yu , Atsushi Hashimoto , Yoshitaka Ushiku

* CVPR 2021 

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Crowd Density Forecasting by Modeling Patch-based Dynamics



Hiroaki Minoura , Ryo Yonetani , Mai Nishimura , Yoshitaka Ushiku


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Decentralized Learning of Generative Adversarial Networks from Multi-Client Non-iid Data



Ryo Yonetani , Tomohiro Takahashi , Atsushi Hashimoto , Yoshitaka Ushiku


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Pose Graph Optimization for Unsupervised Monocular Visual Odometry



Yang Li , Yoshitaka Ushiku , Tatsuya Harada

* Accepted to ICRA'2019 

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