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Sheng-Jun Huang

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Bidirectional Uncertainty-Based Active Learning for Open Set Annotation

Feb 23, 2024
Chen-Chen Zong, Ye-Wen Wang, Kun-Peng Ning, Haibo Ye, Sheng-Jun Huang

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Empowering Language Models with Active Inquiry for Deeper Understanding

Feb 06, 2024
Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang, Jia-Hao Xiao, Nan Tang, Si-Hang Yang, Chengxing Jia, Sheng-Jun Huang, Yang Yu

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Dirichlet-Based Prediction Calibration for Learning with Noisy Labels

Jan 13, 2024
Chen-Chen Zong, Ye-Wen Wang, Ming-Kun Xie, Sheng-Jun Huang

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Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery

Aug 31, 2023
Yuyan Zhou, Dong Liang, Songcan Chen, Sheng-Jun Huang, Shuo Yang, Chongyi Li

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Multi-Label Knowledge Distillation

Aug 12, 2023
Penghui Yang, Ming-Kun Xie, Chen-Chen Zong, Lei Feng, Gang Niu, Masashi Sugiyama, Sheng-Jun Huang

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Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning

May 04, 2023
Ming-Kun Xie, Jia-Hao Xiao, Gang Niu, Masashi Sugiyama, Sheng-Jun Huang

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ALL-E: Aesthetics-guided Low-light Image Enhancement

May 02, 2023
Ling Li, Dong Liang, Yuanhang Gao, Sheng-Jun Huang, Songcan Chen

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Implicit Stochastic Gradient Descent for Training Physics-informed Neural Networks

Mar 03, 2023
Ye Li, Song-Can Chen, Sheng-Jun Huang

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MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection

Dec 21, 2022
Dong Liang, Jing-Wei Zhang, Ying-Peng Tang, Sheng-Jun Huang

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Noise-Robust Bidirectional Learning with Dynamic Sample Reweighting

Sep 03, 2022
Chen-Chen Zong, Zheng-Tao Cao, Hong-Tao Guo, Yun Du, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang

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