no code implementations • WMT (EMNLP) 2021 • Shiyu Zhao, Xiaopu Li, Minghui Wu, Jie Hao
This paper describes Mininglamp neural machine translation systems of the WMT2021 news translation tasks.
no code implementations • 27 Jun 2023 • Haitao Tang, Yu Fu, Lei Sun, Jiabin Xue, Dan Liu, Yongchao Li, Zhiqiang Ma, Minghui Wu, Jia Pan, Genshun Wan, Ming'en Zhao
In this paper, we propose an adaptive two-stage knowledge distillation method consisting of hidden layer learning and output layer learning.
no code implementations • 28 Mar 2023 • Dan You, Pengcheng Xia, Qiuzhu Chen, Minghui Wu, Suncheng Xiang, Jun Wang
Automated chromosome instance segmentation from metaphase cell microscopic images is critical for the diagnosis of chromosomal disorders (i. e., karyotype analysis).
no code implementations • 19 Feb 2023 • Qihao Shi, Wenjie Tian, Wujian Yang, Mengqi Xue, Can Wang, Minghui Wu
In this paper, we propose a new influence spread model, namely, Complementary\&Competitive Independent Cascade (C$^2$IC) model.
no code implementations • 18 Sep 2022 • Minghui Wu, Zhen Gao, Yang Huang, Zhenyu Xiao, Derrick Wing Kwan Ng, Zhaoyang Zhang
Then, to acquire accurate CSI at the BS for the investigated RSMA precoding scheme to achieve higher spectral efficiency, we propose a CSI acquisition network (CAN) with low pilot and feedback signaling overhead, where the downlink pilot transmission, CSI feedback at the user equipments (UEs), and CSI reconstruction at the BS are modeled as an end-to-end neural network based on Transformer.
1 code implementation • 22 Aug 2022 • Mengqi Xue, Qihan Huang, Haofei Zhang, Lechao Cheng, Jie Song, Minghui Wu, Mingli Song
The global prototypes are adopted to provide the global view of objects to guide local prototypes to concentrate on the foreground while eliminating the influence of the background.
no code implementations • 4 Aug 2022 • Fanwei Zhu, Wendong Xiao, Yao Yu, Ziyi Wang, Zulong Chen, Quan Lu, Zemin Liu, Minghui Wu, Shenghua Ni
Demand estimation plays an important role in dynamic pricing where the optimal price can be obtained via maximizing the revenue based on the demand curve.
2 code implementations • 24 Jul 2022 • Xiaoming Ren, Huifeng Zhu, Liuwei Wei, Minghui Wu, Jie Hao
In this work, we believe that the output information of each block in the encoder and decoder is not completely inclusive, in other words, their output information may be complementary.
Ranked #4 on Speech Recognition on AISHELL-1
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
1 code implementation • 26 Jun 2022 • Yongchun Zhu, Qiang Sheng, Juan Cao, Qiong Nan, Kai Shu, Minghui Wu, Jindong Wang, Fuzhen Zhuang
In this paper, we propose a Memory-guided Multi-view Multi-domain Fake News Detection Framework (M$^3$FEND) to address these two challenges.
no code implementations • 23 Mar 2022 • Minghui Wu, Yangdi Xu, Yingying Xu, Guangwei Wu, Qingqing Chen, Hongxiang Lin
In this paper, we propose a stable optimization method for the forward-model-free, LVM-based DIP model for sparse-view CBCT.
no code implementations • 18 Jan 2022 • Zhen Gao, Minghui Wu, Chun Hu, Feifei Gao, Guanghui Wen, Dezhi Zheng, Jun Zhang
To this end, by modeling the key transmission modules as an end-to-end (E2E) neural network, this paper proposes a data-driven deep learning (DL)-based unified hybrid beamforming framework for both the time division duplex (TDD) and frequency division duplex (FDD) systems with implicit channel state information (CSI).