Zongbo Han

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Gamma Distributions

Multiple Viewpoints

Camera Calibration

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Changqing Zhang, Yu Geng, Zongbo Han, Yeqing Liu, Huazhu Fu, Qinghua Hu
Autoencoder in Autoencoder Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zechen Bai, Pichao Wang, Tianjun Xiao, Tong He, Zongbo Han, Zheng Zhang, Mike Zheng Shou
Hallucination of Multimodal Large Language Models: A Survey. CoRR (2024)
Ke Zou, Tian Lin, Zongbo Han, Meng Wang, Xuedong Yuan, Haoyu Chen, Changqing Zhang, Xiaojing Shen, Huazhu Fu
Confidence-aware multi-modality learning for eye disease screening. Medical Image Anal. 96 (2024)
Zongbo Han, Zechen Bai, Haiyang Mei, Qianli Xu, Changqing Zhang, Mike Zheng Shou
Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models. CoRR (2024)
Ke Zou, Tian Lin, Zongbo Han, Meng Wang, Xuedong Yuan, Haoyu Chen, Changqing Zhang, Xiaojing Shen, Huazhu Fu
Confidence-aware multi-modality learning for eye disease screening. CoRR (2024)
Zongbo Han, Tao Luo, Huazhu Fu, Qinghua Hu, Joey Tianyi Zhou, Changqing Zhang
A principled framework for explainable multimodal disentanglement. Inf. Sci. 675 (2024)
Qingyang Zhang, Yake Wei, Zongbo Han, Huazhu Fu, Xi Peng, Cheng Deng, Qinghua Hu, Cai Xu, Jie Wen, Di Hu, Changqing Zhang
Multimodal Fusion on Low-quality Data: A Comprehensive Survey. CoRR (2024)
Zongbo Han, Yifeng Yang, Changqing Zhang, Linjun Zhang, Joey Tianyi Zhou, Qinghua Hu, Huaxiu Yao
Selective Learning: Towards Robust Calibration with Dynamic Regularization. CoRR (2024)
Zongbo Han, Tianchi Xie, Bingzhe Wu, Qinghua Hu, Changqing Zhang
Semantic Equivariant Mixup. CoRR (2023)
Yichen Bai, Zongbo Han, Changqing Zhang, Bing Cao, Xiaoheng Jiang, Qinghua Hu
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection. CoRR (2023)
Mengyao Xie, Zongbo Han, Changqing Zhang, Yichen Bai, Qinghua Hu
Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification. CoRR (2023)
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Qinghua Hu, Bingzhe Wu, Changqing Zhang, Jianhua Yao
Reweighted Mixup for Subpopulation Shift. CoRR (2023)
Mengyao Xie, Zongbo Han, Changqing Zhang, Yichen Bai, Qinghua Hu
Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification. CVPR (2023)
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou
Trusted Multi-View Classification With Dynamic Evidential Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup. CoRR (2022)
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup. NeurIPS (2022)
Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, Qinghua Hu
Deep Partial Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang
Trustworthy Long-Tailed Classification. CVPR (2022)
Mingcai Chen, Yu Zhao, Bing He, Zongbo Han, Bingzhe Wu, Jianhua Yao
Learning with Noisy Labels over Imbalanced Subpopulations. CoRR (2022)
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou
Trusted Multi-View Classification with Dynamic Evidential Fusion. CoRR (2022)
Zongbo Han, Fan Yang, Junzhou Huang, Changqing Zhang, Jianhua Yao
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification. CVPR (2022)
Yu Geng, Zongbo Han, Changqing Zhang, Qinghua Hu
Uncertainty-Aware Multi-View Representation Learning. CoRR (2022)
Yu Geng, Zongbo Han, Changqing Zhang, Qinghua Hu
Uncertainty-Aware Multi-View Representation Learning. AAAI (2021)
Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions. CoRR (2021)
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou
Trusted Multi-View Classification. ICLR (2021)
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou
Trusted Multi-View Classification. CoRR (2021)
Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang
Trustworthy Long-Tailed Classification. CoRR (2021)
Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions. NeurIPS (2021)
Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, Qinghua Hu
Deep Partial Multi-View Learning. CoRR (2020)
Changqing Zhang, Zongbo Han, Yajie Cui, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu
CPM-Nets: Cross Partial Multi-View Networks. NeurIPS (2019)