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Neural Star Domain as Primitive Representation


Nov 12, 2020
Yuki Kawana, Yusuke Mukuta, Tatsuya Harada

* 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada 

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Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval


Nov 12, 2020
Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto

* Machine Learning for Health (ML4H) at NeurIPS 2020 - Extended Abstract 

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Information Bottleneck Constrained Latent Bidirectional Embedding for Zero-Shot Learning


Sep 16, 2020
Yang Liu, Lei Zhou, Xiao Bai, Lin Gu, Tatsuya Harada, Jun Zhou

* 10 pages, 7 figures, 4 tables 

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Neural Granular Sound Synthesis


Aug 31, 2020
Adrien Bitton, Philippe Esling, Tatsuya Harada


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Learning Agile Locomotion via Adversarial Training


Aug 03, 2020
Yujin Tang, Jie Tan, Tatsuya Harada

* To appear at the International Conference on Intelligent Robots and Systems (IROS 2020) as a full paper 

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Point Cloud Based Reinforcement Learning for Sim-to-Real and Partial Observability in Visual Navigation


Jul 27, 2020
Kenzo Lobos-Tsunekawa, Tatsuya Harada

* Accepted to IROS'2020 

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Vector-Quantized Timbre Representation


Jul 13, 2020
Adrien Bitton, Philippe Esling, Tatsuya Harada


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SplitFusion: Simultaneous Tracking and Mapping for Non-Rigid Scenes


Jul 04, 2020
Yang Li, Tianwei Zhang, Yoshihiko Nakamura, Tatsuya Harada

* Accepted to IROS'2020 

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Hyperbolic Neural Networks++


Jun 15, 2020
Ryohei Shimizu, Yusuke Mukuta, Tatsuya Harada

* 24 pages, 4 figures 

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Unsupervised Brain Abnormality Detection Using High Fidelity Image Reconstruction Networks


Jun 02, 2020
Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Amina Bolatkan, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Naoki Mihara, Jun Itami, Tatsuya Harada, Ryuji Hamamoto


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Learning to Optimize Non-Rigid Tracking


Mar 27, 2020
Yang Li, Aljaž Božič, Tianwei Zhang, Yanli Ji, Tatsuya Harada, Matthias Nießner

* Accepted to CVPR'2020 (oral) 

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Blur, Noise, and Compression Robust Generative Adversarial Networks


Mar 17, 2020
Takuhiro Kaneko, Tatsuya Harada


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Captioning Images with Novel Objects via Online Vocabulary Expansion


Mar 06, 2020
Mikihiro Tanaka, Tatsuya Harada


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Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization


Feb 27, 2020
Kaikai Huang, Antonio Tejero-de-Pablos, Hiroaki Yamane, Yusuke Kurose, Junichi Iho, Youji Tokunaga, Makoto Horie, Keisuke Nishizawa, Yusaku Hayashi, Yasushi Koyama, Tatsuya Harada

* 5 pages, 2 figures, accepted by ISBI 2020 

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Spherical Image Generation from a Single Normal Field of View Image by Considering Scene Symmetry


Jan 09, 2020
Takayuki Hara, Tatsuya Harada

* 15 pages 

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Noise Robust Generative Adversarial Networks


Nov 26, 2019
Takuhiro Kaneko, Tatsuya Harada


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Unsupervised Keyword Extraction for Full-sentence VQA


Nov 23, 2019
Kohei Uehara, Tatsuya Harada


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Self-supervised Learning of 3D Objects from Natural Images


Nov 20, 2019
Hiroharu Kato, Tatsuya Harada

* Technical report. Project page: http://hiroharu-kato.com/projects_en/cifar10_3d.html 

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Domain Generalization Using a Mixture of Multiple Latent Domains


Nov 18, 2019
Toshihiko Matsuura, Tatsuya Harada


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Multi-Stage Pathological Image Classification using Semantic Segmentation


Oct 10, 2019
Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Masashi Fukayama, Akihiko Yoshizawa, Masanobu Kitagawa, Tatsuya Harada

* Accepted to ICCV2019. ICCV paper version 

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A General Upper Bound for Unsupervised Domain Adaptation


Oct 04, 2019
Dexuan Zhang, Tatsuya Harada

* 20 pages 

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Revisiting Fine-tuning for Few-shot Learning


Oct 03, 2019
Akihiro Nakamura, Tatsuya Harada

* 10 pages 

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Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds


Sep 27, 2019
Kosuke Arase, Yusuke Mukuta, Tatsuya Harada

* The 4th Workshop on Geometry Meets Deep Learning (ICCV Workshop 2019) 

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RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis


Sep 27, 2019
Atsuhiro Noguchi, Tatsuya Harada

* 11 pages 

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GRAM: Scalable Generative Models for Graphs with Graph Attention Mechanism


Jun 05, 2019
Wataru Kawai, Yusuke Mukuta, Tatsuya Harada

* 13 pages, 7 figures 

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Invariant Tensor Feature Coding


Jun 05, 2019
Yusuke Mukuta, Tatsuya Harada

* 15 pages, 5 figures 

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