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Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training


Jun 27, 2022
Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki


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Context-Driven Detection of Invertebrate Species in Deep-Sea Video


Jun 01, 2022
R. Austin McEver, Bowen Zhang, Connor Levenson, A S M Iftekhar, B. S. Manjunath


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CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network


May 11, 2022
Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li

* 30 pages, 11 figures, 5 tables, submitted to IEEE Transactions on Wireless Communications 

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Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision


Mar 10, 2022
Lucas Relic, Bowen Zhang, Yi-Lin Tuan, Michael Beyeler

* To be published in ACM AHs'22: Augmented Humans Conference 2022 

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StyleSwin: Transformer-based GAN for High-resolution Image Generation


Dec 20, 2021
Bowen Zhang, Shuyang Gu, Bo Zhang, Jianmin Bao, Dong Chen, Fang Wen, Yong Wang, Baining Guo


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Margin Calibration for Long-Tailed Visual Recognition


Dec 14, 2021
Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki

* Technical report; 9 pages 

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Co-training Transformer with Videos and Images Improves Action Recognition


Dec 14, 2021
Bowen Zhang, Jiahui Yu, Christopher Fifty, Wei Han, Andrew M. Dai, Ruoming Pang, Fei Sha


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FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling


Oct 15, 2021
Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki

* Accepted by NeurIPS 2021; 16 pages with appendix; code: https://github.com/TorchSSL/TorchSSL 

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Visually Grounded Concept Composition


Sep 29, 2021
Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha

* Findings of EMNLP 2021 

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