Alert button
Picture for Xiaoshuang Shi

Xiaoshuang Shi

Alert button

Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond

Feb 22, 2024
Zhiyuan Wang, Jinhao Duan, Chenxi Yuan, Qingyu Chen, Tianlong Chen, Huaxiu Yao, Yue Zhang, Ren Wang, Kaidi Xu, Xiaoshuang Shi

Viaarxiv icon

ACT: Adversarial Consistency Models

Nov 23, 2023
Fei Kong, Jinhao Duan, Lichao Sun, Hao Cheng, Renjing Xu, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu

Viaarxiv icon

Feature Noise Boosts DNN Generalization under Label Noise

Aug 03, 2023
Lu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen

Figure 1 for Feature Noise Boosts DNN Generalization under Label Noise
Figure 2 for Feature Noise Boosts DNN Generalization under Label Noise
Figure 3 for Feature Noise Boosts DNN Generalization under Label Noise
Figure 4 for Feature Noise Boosts DNN Generalization under Label Noise
Viaarxiv icon

Exposing the Fake: Effective Diffusion-Generated Images Detection

Jul 12, 2023
Ruipeng Ma, Jinhao Duan, Fei Kong, Xiaoshuang Shi, Kaidi Xu

Figure 1 for Exposing the Fake: Effective Diffusion-Generated Images Detection
Figure 2 for Exposing the Fake: Effective Diffusion-Generated Images Detection
Figure 3 for Exposing the Fake: Effective Diffusion-Generated Images Detection
Figure 4 for Exposing the Fake: Effective Diffusion-Generated Images Detection
Viaarxiv icon

Using Caterpillar to Nibble Small-Scale Images

May 28, 2023
Jin Sun, Xiaoshuang Shi, Zhiyuan Weng, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu

Figure 1 for Using Caterpillar to Nibble Small-Scale Images
Figure 2 for Using Caterpillar to Nibble Small-Scale Images
Figure 3 for Using Caterpillar to Nibble Small-Scale Images
Figure 4 for Using Caterpillar to Nibble Small-Scale Images
Viaarxiv icon

An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization

May 26, 2023
Fei Kong, Jinhao Duan, RuiPeng Ma, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu

Figure 1 for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
Figure 2 for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
Figure 3 for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
Figure 4 for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
Viaarxiv icon

Improve Video Representation with Temporal Adversarial Augmentation

May 14, 2023
Jinhao Duan, Quanfu Fan, Hao Cheng, Xiaoshuang Shi, Kaidi Xu

Figure 1 for Improve Video Representation with Temporal Adversarial Augmentation
Figure 2 for Improve Video Representation with Temporal Adversarial Augmentation
Figure 3 for Improve Video Representation with Temporal Adversarial Augmentation
Figure 4 for Improve Video Representation with Temporal Adversarial Augmentation
Viaarxiv icon

Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios

Mar 30, 2023
Jie Xu, Gang Niu, Xiaolong Wang, Yazhou Ren, Lei Feng, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu

Figure 1 for Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios
Figure 2 for Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios
Figure 3 for Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios
Figure 4 for Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios
Viaarxiv icon

Are Diffusion Models Vulnerable to Membership Inference Attacks?

Feb 02, 2023
Jinhao Duan, Fei Kong, Shiqi Wang, Xiaoshuang Shi, Kaidi Xu

Figure 1 for Are Diffusion Models Vulnerable to Membership Inference Attacks?
Figure 2 for Are Diffusion Models Vulnerable to Membership Inference Attacks?
Figure 3 for Are Diffusion Models Vulnerable to Membership Inference Attacks?
Figure 4 for Are Diffusion Models Vulnerable to Membership Inference Attacks?
Viaarxiv icon