activity
20222025
most citedGenerative Domain Adaptation for Face Anti-Spoofing

67 citations · 134 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2025

PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification

Hao Yang, Qianyu Zhou, Haijia Sun +4

Domain Generalization (DG) has been recently explored to enhance the generalizability of Point Cloud Classification (PCC) models toward unseen domains. Prior works are based on con…

cs.CV2025

Learning Adaptive Node Selection with External Attention for Human Interaction Recognition

Chen Pang, Xuequan Lu, Qianyu Zhou +1

Most GCN-based methods model interacting individuals as independent graphs, neglecting their inherent inter-dependencies. Although recent approaches utilize predefined interaction…

cs.CV2025

Domain Generalization via Discrete Codebook Learning

Shaocong Long, Qianyu Zhou, Xikun Jiang +3

Domain generalization (DG) strives to address distribution shifts across diverse environments to enhance model's generalizability. Current DG approaches are confined to acquiring r…

cs.CV2024

Source-Free Test-Time Adaptation For Online Surface-Defect Detection

Yiran Song, Qianyu Zhou, Lizhuang Ma

Surface defect detection is significant in industrial production. However, detecting defects with varying textures and anomaly classes during the test time is challenging. This ari…

cs.CV20242 cited

Test-Time Domain Generalization for Face Anti-Spoofing

Qianyu Zhou, Ke-Yue Zhang, Taiping Yao +3

Face Anti-Spoofing (FAS) is pivotal in safeguarding facial recognition systems against presentation attacks. While domain generalization (DG) methods have been developed to enhance…

cs.CV20241 cited

BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model

Yiran Song, Qianyu Zhou, Xiangtai Li +3

In this paper, we address the challenge of image resolution variation for the Segment Anything Model (SAM). SAM, known for its zero-shot generalizability, exhibits a performance de…