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EASE: Entity-Aware Contrastive Learning of Sentence Embedding



Sosuke Nishikawa , Ryokan Ri , Ikuya Yamada , Yoshimasa Tsuruoka , Isao Echizen

* Accepted to NAACL 2022 

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Robust Deepfake On Unrestricted Media: Generation And Detection



Trung-Nghia Le , Huy H Nguyen , Junichi Yamagishi , Isao Echizen

* This article will appear as one chapter for a new book called Frontiers in Fake Media Generation and Detection, edited by Mahdi Khosravy, Isao Echizen, and Noboru Babaguchi 

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Less is More: Reversible Steganography with Uncertainty-Aware Predictive Analytics



Ching-Chun Chang , Xu Wang , Sisheng Chen , Isao Echizen


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Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently



Futa Waseda , Sosuke Nishikawa , Trung-Nghia Le , Huy H. Nguyen , Isao Echizen

* 6 pages, 8 figures 

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Multimodal-based Scene-Aware Framework for Aquatic Animal Segmentation



Minh-Quan Le , Trung-Nghia Le , Tam V. Nguyen , Isao Echizen , Minh-Triet Tran


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Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio



Khanh-Duy Nguyen , Huy H. Nguyen , Trung-Nghia Le , Junichi Yamagishi , Isao Echizen


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A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification



Sosuke Nishikawa , Ikuya Yamada , Yoshimasa Tsuruoka , Isao Echizen

* 11 pages, 3 figures 

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Master Face Attacks on Face Recognition Systems



Huy H. Nguyen , Sébastien Marcel , Junichi Yamagishi , Isao Echizen

* This paper is an extension of the IJCB paper published in 2019 (Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems) and its first version was initially submitted to T-BIOM journal on Dec 25, 2020 

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