Sheng-Jun Huang

1. Multi-instance multi-label learning
   2008/08/31 by Zhi‐Hua Zhou, Zhi-Hua Zhou, Min-Ling Zhang +2 · 33 citations
   Computer Science · #Artificial intelligence #Class (philosophy) #Computer science #Image Retrieval and Classification Techniques #Machine learning #Music and Audio Processing #Process (computing) #Regularization (linguistics) #Representation (politics) #Text and Document Classification Technologies #cs.AI #cs.LG
2. Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery
   2023/08/31 by Yuyan Zhou, Zhou, Yuyan, Dong Liang +9 · 9 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Active Learning for Open-set Annotation
   2022/01/18 by Kun-Peng Ning, Ning, Kun-Peng, Xun Zhao +5 · 5 citations
   Computer Science · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Pneumonia and Respiratory Infections #Text and Document Classification Technologies
4. Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training
   2021/02/09 by Lue Tao, Lei Feng, Tao, Lue +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Empowering Language Models with Active Inquiry for Deeper Understanding
   2024/02/06 by Jing-Cheng Pang, Pang, Jing-Cheng, Heng-Bo Fan +15 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
6. CCMN: A General Framework for Learning with Class-Conditional Multi-Label Noise
   2021/05/16 by Ming-Kun Xie, Sheng-Jun Huang, Xie, Ming-Kun +1 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Text and Document Classification Technologies
7. Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning
   2023/05/04 by Mingkun Xie, Xie, Ming-Kun, Jia‐Hao Xiao +8 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
8. VI-PINNs: Variance-involved Physics-informed Neural Networks for Fast and Accurate Prediction of Partial Differential Equations
   2022/11/30 by Bin Shan, Ye Li, Shan, Bin +3 · 1 citation
   Computer Science · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Magnetic Properties and Applications #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
9. Relative Difficulty Distillation for Semantic Segmentation
   2024/07/04 by Dong Liang, Yue Sun, Liang, Dong +7 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Industrial Vision Systems and Defect Detection
10. StructSR: Refuse Spurious Details in Real-World Image Super-Resolution
    2025/01/10 by Yachao Li, Li, Yachao, Dong Liang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
11. Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach
    2025/02/27 by Chen-Chen Zong, Sheng-Jun Huang, Zong, Chen-Chen +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
12. Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL
    2025/05/26 by Luo, Qin-Wen, Ming-Kun Xie, Ye-Wen Wang +4 · 1 citation
    Computer Science · Engineering · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
13. Conservative Query and Adaptive Regularization for Offline RL Under Uncertainty Estimation
    2026/07/21 by Li-Rong Zhou, Qin-Wen Luo, Sheng-Jun Huang
    Computer Science · #cs.LG