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Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation


Oct 10, 2022
Ru Peng, Yawen Zeng, Junbo Zhao

* Long paper accepted by EMNLP2022 main conference 

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SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning


Sep 21, 2022
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao

* Accepted to NeurIPS 2022 

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ProMix: Combating Label Noise via Maximizing Clean Sample Utility


Jul 22, 2022
Haobo Wang, Ruixuan Xiao, Yiwen Dong, Lei Feng, Junbo Zhao

* Winner of the 1st Learning and Mining with Noisy Labels Challenge in IJCAI-ECAI 2022 (an informal technical report) 

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Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis


Mar 14, 2022
Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao


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PiCO: Contrastive Label Disambiguation for Partial Label Learning


Jan 29, 2022
Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao

* Accepted to ICLR 2022 (Oral Presentation, Acceptance Ratio: 1.6%) 

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Boosting Neural Machine Translation with Dependency-Scaled Self-Attention Network


Nov 25, 2021
Ru Peng, Nankai Lin, Yi Fang, Shengyi Jiang, Junbo Zhao


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VeniBot: Towards Autonomous Venipuncture with Automatic Puncture Area and Angle Regression from NIR Images


May 27, 2021
Xu Cao, Zijie Chen, Bolin Lai, Yuxuan Wang, Yu Chen, Zhengqing Cao, Zhilin Yang, Nanyang Ye, Junbo Zhao, Xiao-Yun Zhou, Peng Qi


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VeniBot: Towards Autonomous Venipuncture with Semi-supervised Vein Segmentation from Ultrasound Images


May 27, 2021
Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi


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