1 code implementation • EMNLP 2021 • Zichen Liu, Hongyuan Xu, Yanlong Wen, Ning Jiang, Haiying Wu, Xiaojie Yuan
As an essential form of knowledge representation, taxonomies are widely used in various downstream natural language processing tasks.
no code implementations • 20 May 2024 • Yihan Wu, Tao Chang, Siliang Chen, Xiaodong Niu, Yu Li, Yuan Fang, Lei Yang, Yixuan Zong, Yaoxin Yang, Yuehua Li, Mengsong Wang, Wen Yang, Yixuan Wu, Chen Fu, Xia Fang, Yuxin Quan, Xilin Peng, Qiang Sun, Marc M. Van Hulle, Yanhui Liu, Ning Jiang, Dario Farina, Yuan Yang, Jiayuan He, Qing Mao
Glioma cells can reshape functional neuronal networks by hijacking neuronal synapses, leading to partial or complete neurological dysfunction.
no code implementations • 19 Mar 2024 • Zhigang Chen, Benjia Zhou, Jun Li, Jun Wan, Zhen Lei, Ning Jiang, Quan Lu, Guoqing Zhao
Although some approaches work towards gloss-free SLT through jointly training the visual encoder and translation network, these efforts still suffer from poor performance and inefficient use of the powerful Large Language Model (LLM).
Ranked #2 on Gloss-free Sign Language Translation on PHOENIX14T
no code implementations • 15 Dec 2023 • Ziqian Wang, Xinfa Zhu, Zihan Zhang, YuanJun Lv, Ning Jiang, Guoqing Zhao, Lei Xie
Given the intrinsic similarity between speech generation and speech enhancement, harnessing semantic information holds potential advantages for speech enhancement tasks.
no code implementations • 9 Dec 2023 • Zhiling Ye, LiangGuo Zhang, Dingheng Zeng, Quan Lu, Ning Jiang
This approach losslessly encodes landmark structures as conditional features, decoupling input diversity, and conditional spaces by mapping arbitrary landmarks to a unified feature space.
no code implementations • 5 Dec 2023 • Tianshun Han, Shengnan Gui, Yiqing Huang, Baihui Li, Lijian Liu, Benjia Zhou, Ning Jiang, Quan Lu, Ruicong Zhi, Yanyan Liang, Du Zhang, Jun Wan
The framework entails three modules: PMMTalk encoder, cross-modal alignment module, and PMMTalk decoder.
no code implementations • 26 Oct 2023 • Xinfa Zhu, Yuke Li, Yi Lei, Ning Jiang, Guoqing Zhao, Lei Xie
This paper aims to build a multi-speaker expressive TTS system, synthesizing a target speaker's speech with multiple styles and emotions.
no code implementations • 22 Oct 2023 • Kun Wei, Bei Li, Hang Lv, Quan Lu, Ning Jiang, Lei Xie
By introducing both cross-modal and conversational representations into the decoder, our model retains context over longer sentences without information loss, achieving relative accuracy improvements of 8. 8% and 23% on Mandarin conversation datasets HKUST and MagicData-RAMC, respectively, compared to the standard Conformer model.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 7 Oct 2023 • Ze Li, Yuke Lin, Ning Jiang, Xiaoyi Qin, Guoqing Zhao, Haiying Wu, Ming Li
Utilizing the pseudo-labeling algorithm with large-scale unlabeled data becomes crucial for semi-supervised domain adaptation in speaker verification tasks.
1 code implementation • 25 Sep 2023 • Yuke Lin, Xiaoyi Qin, Ning Jiang, Guoqing Zhao, Ming Li
It is widely acknowledged that discriminative representation for speaker verification can be extracted from verbal speech.
no code implementations • 17 Aug 2023 • Ze Li, Yuke Lin, Xiaoyi Qin, Ning Jiang, Guoqing Zhao, Ming Li
For Track 1, we utilize a network structure based on ResNet for training.
no code implementations • 15 Aug 2023 • Ming Cheng, Weiqing Wang, Xiaoyi Qin, Yuke Lin, Ning Jiang, Guoqing Zhao, Ming Li
This paper describes the DKU-MSXF submission to track 4 of the VoxCeleb Speaker Recognition Challenge 2023 (VoxSRC-23).
no code implementations • 14 Aug 2023 • Yuke Lin, Xiaoyi Qin, Guoqing Zhao, Ming Cheng, Ning Jiang, Haiyang Wu, Ming Li
In this paper, we introduce a large-scale and high-quality audio-visual speaker verification dataset, named VoxBlink.
no code implementations • 23 Jun 2023 • Ning Jiang, Charles Kolozsvary, Yao Li
It is well known that the confirmed COVID-19 infection is only a fraction of the true fraction.
no code implementations • 20 Jun 2023 • Ning Jiang, Gongshu Wang, Tianyi Yan
Structural magnetic resonance imaging (sMRI) provides accurate estimates of the brain's structural organization and learning invariant brain representations from sMRI is an enduring issue in neuroscience.
no code implementations • 8 Jun 2023 • Gongshu Wang, Ning Jiang, Yunxiao Ma, Tiantian Liu, Duanduan Chen, Jinglong Wu, Guoqi Li, Dong Liang, Tianyi Yan
In this work, we propose a connectional style contextual representation learning model (CS-CRL) to capture the intrinsic pattern of the brain, used for multiple brain disease diagnosis.
no code implementations • 22 Feb 2023 • Jiaming Zhou, Shiwan Zhao, Ning Jiang, Guoqing Zhao, Yong Qin
Unsupervised domain adaptation (UDA) aims to improve the performance on the unlabeled target domain by transferring knowledge from the source to the target domain.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
1 code implementation • 17 Oct 2022 • Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang
Based on these embeddings, in the inference phase, we first make modality-split predictions and then exploit various ensemble methods to combine the predictions with different weights, which models the modality importance dynamically.
1 code implementation • COLING 2022 • Yike Wu, Yu Zhao, Shiwan Zhao, Ying Zhang, Xiaojie Yuan, Guoqing Zhao, Ning Jiang
In this work, we define the training instances with the same question type but different answers as \textit{superficially similar instances}, and attribute the language priors to the confusion of VQA model on such instances.
no code implementations • 2 Jul 2022 • Kun Wei, Pengcheng Guo, Ning Jiang
Transformer-based models have demonstrated their effectiveness in automatic speech recognition (ASR) tasks and even shown superior performance over the conventional hybrid framework.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • ACL 2022 • Huibin Zhang, Zhengkun Zhang, Yao Zhang, Jun Wang, Yufan Li, Ning Jiang, Xin Wei, Zhenglu Yang
Procedural Multimodal Documents (PMDs) organize textual instructions and corresponding images step by step.
no code implementations • 4 Jan 2022 • Ashirbad Pradhan, Jiayuan He, Ning Jiang
In this study, forearm and wrist EMG data were collected from 43 participants over three different days with long separation while they performed static hand and wrist gestures.
no code implementations • CVPR 2022 • Wei Li, Haiwei Zhang, Qijie Bai, Guoqing Zhao, Ning Jiang, Xiaojie Yuan
However, the application value of SG on downstream tasks is severely limited by the predicate classification bias, which is caused by long-tailed data and presented as semantic bias of predicted relation predicates.
1 code implementation • 25 Oct 2021 • Wei Wang, Yu Zhou, Jiahao Lv, Dayan Wu, Guoqing Zhao, Ning Jiang, Weiping Wang
The research focus of scene text detection and recognition has shifted to arbitrary shape text in recent years, where the text shape representation is a fundamental problem.
Ranked #5 on Text Spotting on SCUT-CTW1500
no code implementations • 16 Sep 2021 • Xiaoni Li, Yu Zhou, Yifei Zhang, Aoting Zhang, Wei Wang, Ning Jiang, Haiying Wu, Weiping Wang
Concretely, these downstream tasks require more accurate representation, in other words, the pixels from the same object must belong to a shared semantic category, which is lacking in the previous methods.
1 code implementation • 9 Sep 2021 • Zhi Qiao, Yu Zhou, Jin Wei, Wei Wang, Yuan Zhang, Ning Jiang, Hongbin Wang, Weiping Wang
In this paper, we propose a Parallel, Iterative and Mimicking Network (PIMNet) to balance accuracy and efficiency.
no code implementations • 8 Sep 2021 • Xugong Qin, Yu Zhou, Youhui Guo, Dayan Wu, Zhihong Tian, Ning Jiang, Hongbin Wang, Weiping Wang
We propose to use an MLP decoder instead of the "deconv-conv" decoder in the mask head, which alleviates the issue and promotes robustness significantly.
no code implementations • 10 Mar 2021 • Ashirbad Pradhan, Jiayuan He, Ning Jiang
Thus, the combination of the TD feature set and a four-channel sEMG system with one of the electrodes positioned on the FCU are recommended for optimal authentication performance.
no code implementations • 4 Feb 2021 • Ning Jiang, Linjie Xiong, Kai Zhou
We study Boltzmann-Fermi-Dirac equation when quantum effects are taken into account in dilute gas dynamics.
Analysis of PDEs
no code implementations • 22 Dec 2020 • Xinwen Shu, Wenjie Zhang, Shuo Li, Ning Jiang, Liming Dou, Zhen Yan, Fu-Guo Xie, Rongfeng Shen, Luming Sun, Fukun Liu, Tinggui Wang
Optical transient surveys have led to the discovery of dozens of stellar tidal disruption events (TDEs) by massive black hole in the centers of galaxies.
High Energy Astrophysical Phenomena Astrophysics of Galaxies
no code implementations • 14 Dec 2020 • Ning Jiang, Yi-Long Luo, Yangjun Ma, Shaojun Tang
For the inertial Qian-Sheng model of nematic liquid crystals in the $Q$-tensor framework, we illustrate the roles played by the entropy inequality and energy dissipation in the well-posedness of smooth solutions when we employ energy method.
Analysis of PDEs
no code implementations • EMNLP 2021 • Yao Zhang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Xin Wei, Ning Jiang, Zhenglu Yang
To the best of our knowledge, there lacks a general framework that approaches multi-hop reasoning in mixed long-short distance reasoning scenarios.