Alert button
Picture for Zhen Fang

Zhen Fang

Alert button

A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data

Add code
Bookmark button
Alert button
May 23, 2024
Feng Gu, Jie Lu, Zhen Fang, Kun Wang, Guangquan Zhang

Viaarxiv icon

On the Learnability of Out-of-distribution Detection

Add code
Bookmark button
Alert button
Apr 07, 2024
Zhen Fang, Yixuan Li, Feng Liu, Bo Han, Jie Lu

Figure 1 for On the Learnability of Out-of-distribution Detection
Figure 2 for On the Learnability of Out-of-distribution Detection
Viaarxiv icon

Negative Label Guided OOD Detection with Pretrained Vision-Language Models

Add code
Bookmark button
Alert button
Mar 29, 2024
Xue Jiang, Feng Liu, Zhen Fang, Hong Chen, Tongliang Liu, Feng Zheng, Bo Han

Figure 1 for Negative Label Guided OOD Detection with Pretrained Vision-Language Models
Figure 2 for Negative Label Guided OOD Detection with Pretrained Vision-Language Models
Figure 3 for Negative Label Guided OOD Detection with Pretrained Vision-Language Models
Figure 4 for Negative Label Guided OOD Detection with Pretrained Vision-Language Models
Viaarxiv icon

NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation

Add code
Bookmark button
Alert button
Mar 13, 2024
PengFei Zheng, Yonggang Zhang, Zhen Fang, Tongliang Liu, Defu Lian, Bo Han

Figure 1 for NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
Figure 2 for NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
Figure 3 for NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
Figure 4 for NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
Viaarxiv icon

ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection

Add code
Bookmark button
Alert button
Feb 27, 2024
Bo Peng, Yadan Luo, Yonggang Zhang, Yixuan Li, Zhen Fang

Viaarxiv icon

How Does Unlabeled Data Provably Help Out-of-Distribution Detection?

Add code
Bookmark button
Alert button
Feb 05, 2024
Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li

Viaarxiv icon

MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance

Add code
Bookmark button
Alert button
Dec 21, 2023
Qi Mao, Lan Chen, Yuchao Gu, Zhen Fang, Mike Zheng Shou

Viaarxiv icon

Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources

Add code
Bookmark button
Alert button
Nov 06, 2023
Haotian Zheng, Qizhou Wang, Zhen Fang, Xiaobo Xia, Feng Liu, Tongliang Liu, Bo Han

Figure 1 for Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
Figure 2 for Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
Figure 3 for Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
Figure 4 for Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
Viaarxiv icon

Learning to Augment Distributions for Out-of-Distribution Detection

Add code
Bookmark button
Alert button
Nov 03, 2023
Qizhou Wang, Zhen Fang, Yonggang Zhang, Feng Liu, Yixuan Li, Bo Han

Figure 1 for Learning to Augment Distributions for Out-of-Distribution Detection
Figure 2 for Learning to Augment Distributions for Out-of-Distribution Detection
Figure 3 for Learning to Augment Distributions for Out-of-Distribution Detection
Figure 4 for Learning to Augment Distributions for Out-of-Distribution Detection
Viaarxiv icon

Towards Control-Centric Representations in Reinforcement Learning from Images

Add code
Bookmark button
Alert button
Oct 27, 2023
Chen Liu, Hongyu Zang, Xin Li, Yong Heng, Yifei Wang, Zhen Fang, Yisen Wang, Mingzhong Wang

Figure 1 for Towards Control-Centric Representations in Reinforcement Learning from Images
Figure 2 for Towards Control-Centric Representations in Reinforcement Learning from Images
Figure 3 for Towards Control-Centric Representations in Reinforcement Learning from Images
Figure 4 for Towards Control-Centric Representations in Reinforcement Learning from Images
Viaarxiv icon