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A Deep Investigation of RNN and Self-attention for the Cyrillic-Traditional Mongolian Bidirectional Conversion


Sep 24, 2022
Muhan Na, Rui Liu, Feilong, Guanglai Gao

* Accepted at The 29th International Conference on Neural Information Processing (ICONIP 2022) 

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MnTTS: An Open-Source Mongolian Text-to-Speech Synthesis Dataset and Accompanied Baseline


Sep 22, 2022
Yifan Hu, Pengkai Yin, Rui Liu, Feilong Bao, Guanglai Gao

* Accepted at the 2022 International Conference on Asian Language Processing (IALP2022) 

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A Spatial-channel-temporal-fused Attention for Spiking Neural Networks


Sep 22, 2022
Wuque Cai, Hongze Sun, Rui Liu, Yan Cui, Jun Wang, Yang Xia, Dezhong Yao, Daqing Guo

* 12 pages, 8 figures, 5 tabes; This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Controllable Accented Text-to-Speech Synthesis


Sep 22, 2022
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li

* To be submitted for possible journal publication 

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Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting


Jul 16, 2022
Mingjie Li, Xiaoyun Zhao, Rui Liu, Changlin Li, Xiaohan Wang, Xiaojun Chang

* Tech report 

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Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning


Jun 15, 2022
Rui Liu, Berrak Sisman, Björn Schuller, Guanglai Gao, Haizhou Li

* To appear in INTERSPEECH 2022. 5 pages, 4 figures. Substantial text overlap with arXiv:2110.03156 

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Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers


May 28, 2022
Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla

* Accepted to ICML 2022 

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NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results


May 25, 2022
Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Aleš Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Fangya Li, Ruipeng Gang, Chenghua Li, Jinjing Li, Sai Ma, Chenming Liu, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

* Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022 
* CVPR Workshops 2022. 15 pages, 21 figures, 2 tables 

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HierAttn: Effectively Learn Representations from Stage Attention and Branch Attention for Skin Lesions Diagnosis


May 22, 2022
Wei Dai, Rui Liu, Tianyi Wu, Min Wang, Jianqin Yin, Jun Liu

* The code is available at https://github.com/anthonyweidai/HierAttn 

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Transformer with Memory Replay


May 19, 2022
Rui Liu, Barzan Mozafari

* Accepted to AAAI 2022 

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