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Relation-aware Video Reading Comprehension for Temporal Language Grounding


Oct 12, 2021
Jialin Gao, Xin Sun, Mengmeng Xu, Xi Zhou, Bernard Ghanem

* Accepted by EMNLP-21 

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SurroundNet: Towards Effective Low-Light Image Enhancement


Oct 11, 2021
Fei Zhou, Xin Sun, Junyu Dong, Haoran Zhao, Xiao Xiang Zhu


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M2IOSR: Maximal Mutual Information Open Set Recognition


Aug 06, 2021
Xin Sun, Henghui Ding, Chi Zhang, Guosheng Lin, Keck-Voon Ling


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Single-image Full-body Human Relighting


Jul 15, 2021
Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belen Masia, Diego Gutierrez

* Eurographics Symposium on Rendering (EGSR), 2021 
* 11 pages, 12 figures 

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Knowledge Distillation via Instance-level Sequence Learning


Jun 21, 2021
Haoran Zhao, Xin Sun, Junyu Dong, Zihe Dong, Qiong Li


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Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding


Jun 09, 2021
Xin Sun, Tao Ge, Furu Wei, Houfeng Wang

* Accepted by ACL2021 (main conference) 

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Gaussian Dynamic Convolution for Efficient Single-Image Segmentation


May 23, 2021
Xin Sun, Changrui Chen, Xiaorui Wang, Junyu Dong, Huiyu Zhou, Sheng Chen


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Network Embedding via Deep Prediction Model


Apr 27, 2021
Xin Sun, Zenghui Song, Yongbo Yu, Junyu Dong, Claudia Plant, Christian Boehm


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Dual Discriminator Adversarial Distillation for Data-free Model Compression


Apr 12, 2021
Haoran Zhao, Xin Sun, Junyu Dong, Hui Yu, Huiyu Zhou


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Similarity Transfer for Knowledge Distillation


Mar 18, 2021
Haoran Zhao, Kun Gong, Xin Sun, Junyu Dong, Hui Yu


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Open Set Recognition with Conditional Probabilistic Generative Models


Aug 12, 2020
Xin Sun, Chi Zhang, Guosheng Lin, Keck-Voon Ling

* Extended version of CGDL arXiv:2003.08823 in CVPR2020 

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Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction


Apr 21, 2020
Yuming Shang, Heyan Huang, Xin Sun, Xianling Mao

* Learning Relation Ties 

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Conditional Gaussian Distribution Learning for Open Set Recognition


Apr 17, 2020
Xin Sun, Zhenning Yang, Chi Zhang, Guohao Peng, Keck-Voon Ling

* Accepted to CVPR2020. Source code link is provided in the latest version 

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High-Order Paired-ASPP Networks for Semantic Segmenation


Feb 18, 2020
Yu Zhang, Xin Sun, Junyu Dong, Changrui Chen, Yue Shen


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Multi-level Similarity Learning for Low-Shot Recognition


Dec 13, 2019
Hongwei Xv, Xin Sun, Junyu Dong, Shu Zhang, Qiong Li

* 6 pages, 6 figures 

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LibriVoxDeEn: A Corpus for German-to-English Speech Translation and Speech Recognition


Oct 18, 2019
Benjamin Beilharz, Xin Sun, Sariya Karimova, Stefan Riezler

* Corpus can be downloaded from: https://www.cl.uni-heidelberg.de/statnlpgroup/librivoxdeen/ 

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Few-shot Learning for Domain-specfic Fine-grained Image Classfication


Jul 23, 2019
Xin Sun, Hongwei Xv, Junyu Dong, Qiong Li, Changrui Chen


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Highlight Every Step: Knowledge Distillation via Collaborative Teaching


Jul 23, 2019
Haoran Zhao, Xin Sun, Junyu Dong, Changrui Chen, Zihe Dong


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Prediction of Sea Surface Temperature using Long Short-Term Memory


May 19, 2017
Qin Zhang, Hui Wang, Junyu Dong, Guoqiang Zhong, Xin Sun

* 5 page, 5 figures 

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A Procedural Texture Generation Framework Based on Semantic Descriptions


Apr 13, 2017
Junyu Dong, Lina Wang, Jun Liu, Xin Sun

* 9 pages, 10 figures 

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