1 code implementation • 25 Apr 2024 • Zijie Wang, Farzana Rashid, Eduardo Blanco
People often answer yes-no questions without explicitly saying yes, no, or similar polar keywords.
1 code implementation • 20 Oct 2023 • Zijie Wang, Md Mosharaf Hossain, Shivam Mathur, Terry Cruz Melo, Kadir Bulut Ozler, Keun Hee Park, Jacob Quintero, MohammadHossein Rezaei, Shreya Nupur Shakya, Md Nayem Uddin, Eduardo Blanco
Experimental results demonstrate that monolingual fine-tuning is beneficial if training data can be obtained via distant supervision for the language of interest (5 languages).
no code implementations • 21 Mar 2023 • Xingjian Du, Zijie Wang, Xia Liang, Huidong Liang, Bilei Zhu, Zejun Ma
Deep learning based methods have become a paradigm for cover song identification (CSI) in recent years, where the ByteCover systems have achieved state-of-the-art results on all the mainstream datasets of CSI.
no code implementations • 13 Sep 2022 • Zijie Wang, Aichun Zhu, Jingyi Xue, Xili Wan, Chao Liu, Tian Wang, Yifeng Li
Indeed, color information is an important decision-making accordance for retrieval, but the over-reliance on color would distract the model from other key clues (e. g. texture information, structural information, etc.
no code implementations • 13 Sep 2022 • Zijie Wang, Aichun Zhu, Jingyi Xue, Xili Wan, Chao Liu, Tian Wang, Yifeng Li
We evaluate our proposed method on two text-based person retrieval datasets CUHK-PEDES and RSTPReid.
no code implementations • 1 Jun 2022 • Lixi Zhou, Arindam Jain, Zijie Wang, Amitabh Das, Yingzhen Yang, Jia Zou
Deep learning has become the most popular direction in machine learning and artificial intelligence.
no code implementations • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 • Zijie Wang, Zhao Wang
The performance of deep neural network (DNN) based methods is highly data-dependent.
Ranked #11 on Audio Classification on ICBHI Respiratory Sound Database (using extra training data)
no code implementations • ICASSP 2022 • Xingjian Du, Ke Chen, Zijie Wang, Bilei Zhu, Zejun Ma
Convolutional neural network (CNN)-based methods have dominated the recent research of cover song identification (CSI).
Ranked #1 on Cover song identification on SHS100K-TEST
1 code implementation • 12 Sep 2021 • Aichun Zhu, Zijie Wang, Yifeng Li, Xili Wan, Jing Jin, Tian Wang, Fangqiang Hu, Gang Hua
Many previous methods on text-based person retrieval tasks are devoted to learning a latent common space mapping, with the purpose of extracting modality-invariant features from both visual and textual modality.
Ranked #6 on Text based Person Retrieval on RSTPReid
no code implementations • 22 Aug 2021 • Zijie Wang, Rongke Liu, Qirui Liu, Lincong Han
We first establish the mathematical models of UAV state sensing and control.
no code implementations • 5 Nov 2020 • Zijie Wang, Rongke Liu, Qirui Liu, Lincong Han
As the cost and technical difficulty of jamming devices continue to decrease, jamming has become one of the major threats to positioning service.
no code implementations • 15 Oct 2020 • Zijie Wang, Lixi Zhou, Amitabh Das, Valay Dave, Zhanpeng Jin, Jia Zou
Data is the king in the age of AI.
no code implementations • 13 Oct 2020 • Lixi Zhou, Zijie Wang, Amitabh Das, Jia Zou
However, preparation of training data is often a bottleneck in the lifecycle of deploying a deep learning model for production or research.
no code implementations • 10 Sep 2020 • Zijie Wang, Rongke Liu, Qirui Liu, Lincong Han
Frequent non-line-of-sight (NLoS) propagation and poor geometry of available anchor nodes are two significant challenges.