Zongbo Han

1. Hallucination of Multimodal Large Language Models: A Survey
   2024/04/29 by Zechen Bai, Bai, Zechen, Pichao Wang +11 · 68 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Trusted Multi-View Classification with Dynamic Evidential Fusion
   2022/04/25 by Zongbo Han, Changqing Zhang, Han, Zongbo +5 · 24 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)
3. Trusted Multi-View Classification
   2021/02/03 by Zongbo Han, Changqing Zhang, Han, Zongbo +5 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
4. Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions
   2021/11/11 by Huan Ma, Ma, Huan, Zongbo Han +9 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
5. DOTA: Distributional Test-Time Adaptation of Vision-Language Models
   2024/09/28 by Zongbo Han, Han, Zongbo, Jialong Yang +10 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
6. UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
   2022/09/19 by Zongbo Han, Han, Zongbo, Zhipeng Liang +17 · 1 citation
   Computer Science · #Machine Learning and Data Classification #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications
7. Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models
   2024/02/02 by Zongbo Han, Han, Zongbo, Zechen Bai +9 · 1 citation
   Medicine · Neuroscience · #Epilepsy research and treatment #Hallucinations in medical conditions #Schizophrenia research and treatment
8. Out-Of-Distribution Detection with Diversification (Provably)
   2024/11/21 by Haiyun Yao, Yao, Haiyun, Zongbo Han +9 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
9. Confidence-aware multi-modality learning for eye disease screening
   2024/05/28 by Ke Zou, Tian Lin, Zou, Ke +15 · 1 citation
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering