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RoFormer: Enhanced Transformer with Rotary Position Embedding


Apr 20, 2021
Jianlin Su, Yu Lu, Shengfeng Pan, Bo Wen, Yunfeng Liu

* Preprint. English experiments are coming 

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Whitening Sentence Representations for Better Semantics and Faster Retrieval


Mar 29, 2021
Jianlin Su, Jiarun Cao, Weijie Liu, Yangyiwen Ou

* The source code of this paper is available at https://github.com/bojone/BERT-whitening 

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Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images


Dec 01, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su, Ce Zhang

* arXiv admin note: substantial text overlap with arXiv:2007.14902, arXiv:2009.02130 

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Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images


Sep 03, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su

* arXiv admin note: substantial text overlap with arXiv:2007.14902 

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Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation


Aug 20, 2020
Rui Li, Jianlin Su, Chenxi Duan, Shunyi Zheng


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A Batch Normalized Inference Network Keeps the KL Vanishing Away


Jun 01, 2020
Qile Zhu, Jianlin Su, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu

* An extension for the original ACL 2020 paper 

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Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy


Sep 11, 2019
Bowen Yu, Zhenyu Zhang, Jianlin Su, Yubin Wang, Tingwen Liu, Bin Wang, Sujian Li


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A Novel Hierarchical Binary Tagging Framework for Joint Extraction of Entities and Relations


Sep 07, 2019
Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang

* 9 pages, 4 figures 

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O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks


Mar 05, 2019
Jianlin Su


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Artist Style Transfer Via Quadratic Potential


Mar 05, 2019
Rahul Bhalley, Jianlin Su

* 8 pages, 3 figures, uses nips_2018.sty, renamed the network to CycleGAN-QP for maintaining consistency with work 

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Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification


Jan 29, 2019
Hao Ren, Jianlin Su, Hong Lu


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GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint


Dec 08, 2018
Jianlin Su

* simplify some proofs; add reconstruction 

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Training Generative Adversarial Networks Via Turing Test


Oct 27, 2018
Jianlin Su

* fix some clerical errors, add some experimental data 

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f-VAEs: Improve VAEs with Conditional Flows


Sep 16, 2018
Jianlin Su, Guang Wu


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Variational Inference: A Unified Framework of Generative Models and Some Revelations


Jul 20, 2018
Jianlin Su

* 6 pages, 4 figures, fix a bug, fix (19), E(z)-->E(x), fix (2), fix (7), add code link 

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