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Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model


Jul 04, 2021
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou

* AAAI 2021 

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Long-Short Temporal Modeling for Efficient Action Recognition


Jun 30, 2021
Liyu Wu, Yuexian Zou, Can Zhang

* Accepted by ICASSP 2021 

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SRF-Net: Selective Receptive Field Network for Anchor-Free Temporal Action Detection


Jun 29, 2021
Ranyu Ning, Can Zhang, Yuexian Zou

* Accepted by ICASSP 2021 

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Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation


Jun 26, 2021
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou

* Accepted by CVPR 2021 (2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2021)) 

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Self-supervised Dialogue Learning for Spoken Conversational Question Answering


Jun 24, 2021
Nuo Chen, Chenyu You, Yuexian Zou

* To Appear Interspeech 2021 

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All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection


Jun 24, 2021
Meng Cao, Can Zhang, Dongming Yang, Yuexian Zou

* Accepted by T-CSVT 

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Exploring Semantic Relationships for Unpaired Image Captioning


Jun 20, 2021
Fenglin Liu, Meng Gao, Tianhao Zhang, Yuexian Zou


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Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification


May 21, 2021
Dongchao Yang, Helin Wang, Yuexian Zou

* 5pages,4figures,submit to interspeech2021 

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Rethinking Skip Connection with Layer Normalization in Transformers and ResNets


May 15, 2021
Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou

* Accepted by COLING2020 (The 28th International Conference on Computational Linguistics (COLING 2020)) 

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RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection


Apr 30, 2021
Dongming Yang, Yuexian Zou, Can Zhang, Meng Cao, Jie Chen

* 7 pages, 6 figures 

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Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain


Apr 26, 2021
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu

* 5 pages, 3 figures 

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Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency


Apr 08, 2021
Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou

* 5 pages, 3 figures, submit to Interspeech2021 

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SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification


Mar 31, 2021
Helin Wang, Yuexian Zou, Wenwu Wang

* Submitted to Interspeech 2021 

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CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning


Mar 30, 2021
Can Zhang, Meng Cao, Dongming Yang, Jie Chen, Yuexian Zou

* Accepted by CVPR 2021 

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A Global-local Attention Framework for Weakly Labelled Audio Tagging


Feb 03, 2021
Helin Wang, Yuexian Zou, Wenwu Wang

* Accepted to ICASSP2021 

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FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation


Jan 21, 2021
Cong Wang, Yan Huang, Yuexian Zou, Yong Xu


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Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension


Dec 20, 2020
Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou


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Knowledge Distillation for Improved Accuracy in Spoken Question Answering


Oct 21, 2020
Chenyu You, Nuo Chen, Yuexian Zou


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Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering


Oct 21, 2020
Chenyu You, Nuo Chen, Yuexian Zou


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Towards Data Distillation for End-to-end Spoken Conversational Question Answering


Oct 18, 2020
Chenyu You, Nuo Chen, Fenglin Liu, Dongchao Yang, Yuexian Zou


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PIN: A Novel Parallel Interactive Network for Spoken Language Understanding


Sep 28, 2020
Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou


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PAN: Towards Fast Action Recognition via Learning Persistence of Appearance


Aug 08, 2020
Can Zhang, Yuexian Zou, Guang Chen, Lei Gan

* submitted to TIP 

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A Graph-based Interactive Reasoning for Human-Object Interaction Detection


Jul 14, 2020
Dongming Yang, Yuexian Zou

* Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence) 

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All you need is a second look: Towards Tighter Arbitrary shape text detection


Apr 26, 2020
Meng Cao, Yuexian Zou

* 5 pages, 6 figures 

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Learning discriminative and robust time-frequency representations for environmental sound classification


Jan 11, 2020
Helin Wang, Yuexian Zou, Dading Chong, Wenwu Wang


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Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation


Jan 02, 2020
Rongzhi Gu, Yuexian Zou


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