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Scalable Personalised Item Ranking through Parametric Density Estimation


May 11, 2021
Riku Togashi, Masahiro Kato, Mayu Otani, Tetsuya Sakai, Shin'ichi Satoh

* Accepted by SIGIR'21 

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Density-Ratio Based Personalised Ranking from Implicit Feedback


Jan 19, 2021
Riku Togashi, Masahiro Kato, Mayu Otani, Shin'ichi Satoh

* Accepted by WWW 2021 

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Image Inpainting Guided by Coherence Priors of Semantics and Textures


Dec 15, 2020
Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh


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Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer


Aug 12, 2020
Yuting Liu, Zheng Wang, Miaojing Shi, Shin'ichi Satoh, Qijun Zhao, Hongyu Yang

* This paper has been accepted by ACM MM 2020 

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Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes


Mar 17, 2020
Liang Liao, Jing Xiao, Zheng Wang, Chia-wen Lin, Shin'ichi Satoh


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Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems


Jan 12, 2020
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama, Shin'ichi Satoh

* 10 pages, 1 figure, submitted to CARS 2020 

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GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis


Jul 08, 2019
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Hideki Nakayama, Shin'ichi Satoh

* 7 pages, 4 figures, accepted to CIBB 2019 

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Beyond Intra-modality Discrepancy: A Comprehensive Survey of Heterogeneous Person Re-identification


May 24, 2019
Zheng Wang, Zhixiang Wang, Yang Wu, Jingdong Wang, Shin'ichi Satoh


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Group Re-identification via Transferred Single and Couple Representation Learning


May 13, 2019
Ziling Huang, Zheng Wang, Shin'ichi Satoh, Chia-Wen Lin


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Illumination-Adaptive Person Re-identification


May 11, 2019
Zelong Zeng, Zhixiang Wang, Zheng Wang, Yung-Yu Chuang, Shin'ichi Satoh

* 10 pages, 6 figures 

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Learning More with Less: GAN-based Medical Image Augmentation


May 07, 2019
Changhee Han, Kohei Murao, Shin'ichi Satoh, Hideki Nakayama

* 6 pages, 2 figures, Accepted to MEDICAL IMAGING TECHNOLOGY Special Issue 

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Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images


Mar 03, 2019
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh

* 8 pages, 7 figures, submitted to IJCAI 2019 

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Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing


Nov 27, 2018
Fan Yang, Ryota Hinami, Yusuke Matsui, Steven Ly, Shin'ichi Satoh

* Accepted by AAAI 2019 

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Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation


Sep 04, 2018
Ryota Hinami, Shin'ichi Satoh

* Accepted to EMNLP 2018 

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Reconfigurable Inverted Index


Aug 12, 2018
Yusuke Matsui, Ryota Hinami, Shin'ichi Satoh

* ACMMM 2018 (oral). Code: https://github.com/matsui528/rii 

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Digital Watermarking for Deep Neural Networks


Feb 06, 2018
Yuki Nagai, Yusuke Uchida, Shigeyuki Sakazawa, Shin'ichi Satoh

* This is a pre-print of an article published in International Journal of Multimedia Information Retrieval. The final authenticated version is available online at: https://doi.org/10.1007/s13735-018-0147-1 . arXiv admin note: substantial text overlap with arXiv:1701.04082 

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Consensus-based Sequence Training for Video Captioning


Dec 27, 2017
Sang Phan, Gustav Eje Henter, Yusuke Miyao, Shin'ichi Satoh

* 11 pages, 4 figures, 5 tables. Github repo at https://github.com/mynlp/cst_captioning 

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Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge


Sep 26, 2017
Ryota Hinami, Tao Mei, Shin'ichi Satoh

* To appear in ICCV 2017 

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Region-Based Image Retrieval Revisited


Sep 26, 2017
Ryota Hinami, Yusuke Matsui, Shin'ichi Satoh

* To appear in ACM Multimedia 2017 (Oral) 

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Embedding Watermarks into Deep Neural Networks


Apr 20, 2017
Yusuke Uchida, Yuki Nagai, Shigeyuki Sakazawa, Shin'ichi Satoh

* ICMR '17 Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval Pages 269-277 

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Adaptive Substring Extraction and Modified Local NBNN Scoring for Binary Feature-based Local Mobile Visual Search without False Positives


Oct 20, 2016
Yusuke Uchida, Shigeyuki Sakazawa, Shin'ichi Satoh


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Image Retrieval with Fisher Vectors of Binary Features


Sep 27, 2016
Yusuke Uchida, Shigeyuki Sakazawa, Shin'ichi Satoh


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Faster R-CNN Features for Instance Search


Apr 29, 2016
Amaia Salvador, Xavier Giro-i-Nieto, Ferran Marques, Shin'ichi Satoh

* DeepVision Workshop in CVPR 2016 

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