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Rethinking Out-of-Distribution Detection From a Human-Centric Perspective


Nov 30, 2022
Yao Zhu, Yuefeng Chen, Xiaodan Li, Rong Zhang, Hui Xue, Xiang Tian, Rongxin Jiang, Bolun Zheng, Yaowu Chen

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* Preprint version. Submitted to International Journal of Computer Vision 

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Context-Aware Robust Fine-Tuning


Nov 29, 2022
Xiaofeng Mao, Yuefeng Chen, Xiaojun Jia, Rong Zhang, Hui Xue, Zhao Li

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Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models


Nov 20, 2022
Xichen Pan, Pengda Qin, Yuhong Li, Hui Xue, Wenhu Chen

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* Technical Report 

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RoChBert: Towards Robust BERT Fine-tuning for Chinese


Oct 28, 2022
Zihan Zhang, Jinfeng Li, Ning Shi, Bo Yuan, Xiangyu Liu, Rong Zhang, Hui Xue, Donghong Sun, Chao Zhang

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* Accepted by Findings of EMNLP 2022 

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Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation


Oct 19, 2022
Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu

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* Accepted by EMNLP 2022 

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Boosting Out-of-distribution Detection with Typical Features


Oct 09, 2022
Yao Zhu, YueFeng Chen, Chuanlong Xie, Xiaodan Li, Rong Zhang, Hui Xue, Xiang Tian, bolun zheng, Yaowu Chen

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Enhance the Visual Representation via Discrete Adversarial Training


Sep 16, 2022
Xiaofeng Mao, Yuefeng Chen, Ranjie Duan, Yao Zhu, Gege Qi, Shaokai Ye, Xiaodan Li, Rong Zhang, Hui Xue

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* Accepted to NeurIPS 2022, https://github.com/alibaba/easyrobust 

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Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition


Apr 22, 2022
Yunqing Hu, Xuan Jin, Yin Zhang, Haiwen Hong, Jingfeng Zhang, Feihu Yan, Yuan He, Hui Xue

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* Accepted to ICME 2022 

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D^2ETR: Decoder-Only DETR with Computationally Efficient Cross-Scale Attention


Mar 02, 2022
Junyu Lin, Xiaofeng Mao, Yuefeng Chen, Lei Xu, Yuan He, Hui Xue

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Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition


Feb 16, 2022
Yimu Wang, Kun Yu, Yan Wang, Hui Xue

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* 5 pages, 1 figure 

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