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Rongquan Wang

3 accepted papers

2025

A novel multimodal personality prediction method based on pretrained models and graph relational transformer network

ICASSP 2025accepted

Multimodal personality analysis aims to identify and express human personality traits in videos. However, RNN and its variants have a limited ability to learn long-term temporal dependencies and existing methods neglect bimodal association features. Based on the fact that visual modalities play a do…

Cited by 0SourceScholar
2025

DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection

ICCV 2025poster

While image conditional diffusion models demonstrate impressive generation capabilities, they exhibit high vulnerability when facing backdoor and adversarial attacks. In this paper, we define a scenario named diffusion anomaly where the generated results of a reverse process under attack deviate sig…

Cited by 0SourcePDFScholar
2024

PLS: Unsupervised Domain Adaptation for 3d Object Detection Via Pseudo-Label Sizes

ICASSP 2024accepted

3D object detection has gained increasing attention in modern autonomous driving systems. However, the performance of the detector significantly degrades during cross-domain deployment due to domain shift. The detector is inevitably biased towards its training dataset when employed on a target datas…

Cited by 0SourceScholar