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SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning


Jan 26, 2023
Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides

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* ICLR 2023 

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An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning


Nov 20, 2022
Hao Chen, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Marios Savvides, Bhiksha Raj

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* Imbalanced Semi-Supervised Learning 

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JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents


Aug 30, 2022
Kaizhi Zheng, Kaiwen Zhou, Jing Gu, Yue Fan, Jialu Wang, Zonglin Di, Xuehai He, Xin Eric Wang

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* 20 pages 

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USB: A Unified Semi-supervised Learning Benchmark


Aug 12, 2022
Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

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* Submitted to NeurIPS'22 dataset and benchmark track; code at https://github.com/microsoft/Semi-supervised-learning 

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Aerial Vision-and-Dialog Navigation


May 24, 2022
Yue Fan, Winson Chen, Tongzhou Jiang, Chun Zhou, Yi Zhang, Xin Eric Wang

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Revisiting Consistency Regularization for Semi-Supervised Learning


Dec 10, 2021
Yue Fan, Anna Kukleva, Bernt Schiele

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* Published at GCPR2021 as a conference paper 

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CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning


Dec 08, 2021
Yue Fan, Dengxin Dai, Bernt Schiele

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CN-Celeb: multi-genre speaker recognition


Dec 23, 2020
Lantian Li, Ruiqi Liu, Jiawen Kang, Yue Fan, Hao Cui, Yunqi Cai, Ravichander Vipperla, Thomas Fang Zheng, Dong Wang

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* submitted to Speech Communication 

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Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator


Aug 30, 2020
Yue Fan, Shilei Chu, Wei Zhang, Ran Song, Yibin Li

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* Accepted by IROS 2020 

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Analyzing the Dependency of ConvNets on Spatial Information


Feb 05, 2020
Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele

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