Zhen Fang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 21

Top Topics

Image Interpolation

Domain Adaptation

Density Estimation

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Fuzzy Syst.

Publications

Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li
How Does Unlabeled Data Provably Help Out-of-Distribution Detection? CoRR (2024)
Kuo Shi, Jie Lu, Zhen Fang, Guangquan Zhang
Enhancing Vision-Language Models Incorporating TSK Fuzzy System for Domain Adaptation. FUZZ (2024)
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang
Multiclass Classification With Fuzzy-Feature Observations: Theory and Algorithms. IEEE Trans. Cybern. 54 (2) (2024)
Feng Gu, Jie Lu, Zhen Fang, Kun Wang, Guangquan Zhang
A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data. CoRR (2024)
Xue Jiang, Feng Liu, Zhen Fang, Hong Chen, Tongliang Liu, Feng Zheng, Bo Han
Negative Label Guided OOD Detection with Pretrained Vision-Language Models. CoRR (2024)
Xue Jiang, Feng Liu, Zhen Fang, Hong Chen, Tongliang Liu, Feng Zheng, Bo Han
Negative Label Guided OOD Detection with Pretrained Vision-Language Models. ICLR (2024)
Jiahua Dong, Yang Cong, Gan Sun, Zhen Fang, Zhengming Ding
Where and How to Transfer: Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang
Domain Adaptation With Interval-Valued Observations: Theory and Algorithms. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Jun Nie, Yonggang Zhang, Zhen Fang, Tongliang Liu, Bo Han, Xinmei Tian
Out-of-Distribution Detection with Negative Prompts. ICLR (2024)
Pengfei Zheng, Yonggang Zhang, Zhen Fang, Tongliang Liu, Defu Lian, Bo Han
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation. ICLR (2024)
Bo Peng, Yadan Luo, Yonggang Zhang, Yixuan Li, Zhen Fang
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection. ICLR (2024)
Kuo Shi, Jie Lu, Zhen Fang, Guangquan Zhang
Unsupervised Domain Adaptation Enhanced by Fuzzy Prompt Learning. IEEE Trans. Fuzzy Syst. 32 (7) (2024)
Zhen Fang, Yixuan Li, Feng Liu, Bo Han, Jie Lu
On the Learnability of Out-of-distribution Detection. CoRR (2024)
Pengfei Zheng, Yonggang Zhang, Zhen Fang, Tongliang Liu, Defu Lian, Bo Han
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation. CoRR (2024)
Zhen Fang, Jie Lu, Guangquan Zhang
An Extremely Simple Algorithm for Source Domain Reconstruction. IEEE Trans. Cybern. 54 (3) (2024)
Bo Peng, Yadan Luo, Yonggang Zhang, Yixuan Li, Zhen Fang
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection. CoRR (2024)
Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li
How Does Unlabeled Data Provably Help Out-of-Distribution Detection? ICLR (2024)
Li Zhong, Zhen Fang, Feng Liu, Bo Yuan, Guangquan Zhang, Jie Lu
Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Ran Wang, Hua Zuo, Zhen Fang, Jie Lu
Multiple Teacher Model for Continual Test-Time Domain Adaptation. AI (1) (2023)
Qizhou Wang, Zhen Fang, Yonggang Zhang, Feng Liu, Yixuan Li, Bo Han
Learning to Augment Distributions for Out-of-Distribution Detection. CoRR (2023)
Guohang Zeng, Zhen Fang, Guangquan Zhang, Jie Lu
One-step Domain Adaptation Approach with Partial Label. IJCNN (2023)