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2024

• Test-Time Domain Generalization for Face Anti-Spoofing
  Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Xuequan Lu, Shouhong Ding, Lizhuang Ma.
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
  [paper] [arxiv] [bib]

• BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model
  Yiran Song*, Qianyu Zhou*, Xiangtai Li, Deng-Ping Fan, Xuequan Lu, Lizhuang Ma.
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
  [paper] [arxiv] [code] [bib]

• Continuous Piecewise-Affine Based Motion Model for Image Animation
  Hexiang Wang*, Fengqi Liu*, Qianyu Zhou*, Xin Tan, Ran Yi, Lizhuang Ma.
  AAAI Conference on Artificial Intelligence (AAAI), 2024.
  [paper] [arxiv] [code] [bib]

• CloudMix: Dual Mixup Consistency for Unpaired Point Cloud Completion
  Fengqi Liu*, Jingyu Gong*, Qianyu Zhou, Xuequan Lu, Ran Yi, Yuan Xie, and Lizhuang Ma
  IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024.
  [paper] [DOI] [bib]

• DGMamba: Domain Generalization via Generalized State Space Model
  Shaocong Long*, Qianyu Zhou*, Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan.
  Preprint, 2024 (In submission).
  [paper] [arxiv] [code] [bib]

• Rethinking Domain Generalization: Discriminability and Generalizability
  Shaocong Long*, Qianyu Zhou*, Chenhao Ying, Lizhuang Ma, Yuan Luo.
  Preprint (In submission).
  [paper] [arxiv] [code] [bib]

• Diverse Target and Contribution Scheduling for Domain Generalization
  Shaocong Long*, Qianyu Zhou*, Chenhao Ying, Lizhuang Ma, Yuan Luo.
  Preprint (In submission).
  [paper] [arxiv] [code] [bib]

• SimAda: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes
  Yiran Song*, Qianyu Zhou*, Xuequan Lu, Zhiwen Shao, Lizhuang Ma.
  Preprint, 2024 (In submission).
  [paper] [arxiv] [code] [bib]

• Rethinking Impersonation and Dodging Attacks on Face Recognition Systems
  Fengfan Zhou, Qianyu Zhou, Bangjie Yin, Hui Zheng, Xuequan Lu, Lizhuang Ma, Hefei Ling.
  Preprint, 2024 (In submission).
  [paper] [arxiv] [bib]

2023

• TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers
  Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 6, pp. 7853-7869, 2023.
  [paper] [arxiv] [DOI] [code1] [code2] [code3] [bib]

• Self-Adversarial Disentangling for Specific Domain Adaptation
  Qianyu Zhou, Qiqi Gu, Jiangmiao Pang, Xuequan Lu, Lizhuang Ma.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 7, pp. 8954-8968, 2023.
  [paper] [arxiv] [DOI] [bib]

• Instance-Aware Domain Generalization for Face Anti-Spoofing
  Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Xuequan Lu, Ran Yi, Shouhong Ding, Lizhuang Ma.
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 20453-20463, June, 2023.
  [paper] [arxiv] [DOI] [code] [bib]

• Context-Aware Mixup for Domain Adaptive Semantic Segmentation
  Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Jiangmiao Pang, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma.
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 33, no. 2, pp. 804-817, 2023.
  [paper] [arxiv] [DOI] [code] [bib]

• Rethinking Implicit Neural Representations for Vision Learners
  Yiran Song, Qianyu Zhou^†, Lizhuang Ma^†.
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June, 2023.
  Top 3% Paper Recognition of all papers accepted at ICASSP 2023.
  [paper] [arxiv] [DOI] [bib]

• ZDL: Zero-shot Degradation Factor Learning for Robust and Efficient Image Enhancement
  Hao Yang, Haijun Sun, Qianyu Zhou, Ran Yi, Lizhuang Ma.
  The 18th International Conference on Computer-Aided Design and Computer Graphics (CCF CAD/Graphics), August, 2023.
  Best Paper Award in CAD/Graphics 2023.
  [paper] [DOI] [bib]

• Dynamic Sampling Dual Deformable Network for Online Video Instance Segmentation
  Yiran Song, Qianyu Zhou, Ran Yi, Zhiwen Shao, Lizhuang Ma.
  Journal of Zhejiang University (Engineering Science) in Chinese, 2023.
  [paper coming soon]

2022

• Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing
  Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Shouhong Ding, Lizhuang Ma.
  The 30th ACM International Conference on Multimedia (ACM MM), pp. 6009-6018, October, 2022.
  [paper] [arxiv] [DOI] [bib]

• Generative Domain Adaptation for Face Anti-Spoofing
  Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Kekai Sheng, Shouhong Ding, Lizhuang Ma.
  European Conference on Computer Vision (ECCV), pp. 335-356, October, 2022.
  [paper] [arxiv] [DOI] [bib]

• Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation
  Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma.
  Computer Vision and Image Understanding (CVIU), vol. 221, no. C, pp. 103448-103460, 2022.
  [paper] [arxiv] [DOI] [bib]

• Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization
  Qianyu Zhou, Chuyun Zhuang, Ran Yi, Xuequan Lu, Lizhuang Ma.
  IEEE International Conference on Multimedia and Expo (ICME), July, 2022 (Oral Presentation).
  [paper] [arxiv] [DOI] [code] [bib]

• DMT: Dynamic Mutual Training for Semi-Supervised Learning
  Zhengyang Feng*, Qianyu Zhou*, Qiqi Gu, Xin Tan, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma.
  Patter Recognition (PR), vol. 130, no. C, pp. 108777-108789, 2022.
  [paper] [arxiv] [DOI] [code] [bib]

2021

• End-to-End Video Object Detection with Spatial-Temporal Transformers
  Lu He*, Qianyu Zhou*, Xiangtai Li*, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang.
  The 29th ACM International Conference on Multimedia (ACM MM), pp. 1507-1516, October, 2021.
  [paper] [arxiv] [DOI] [code] [bib]

• PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation
  Qiqi Gu*, Qianyu Zhou*, Minghao Xu, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma.
  IEEE/CVF International Conference on Computer Vision (ICCV), pp. 8741-8750, October, 2021.
  [paper] [arxiv] [DOI] [code] [bib]

• Label-free Regional Consistency for Image-to-Image Translation
  Shaohua Guo, Qianyu Zhou^†, Zhou Ye, Qiqi Gu, Junshu Tang, Zhengyang Feng, Lizhuang Ma^†.
  IEEE International Conference on Multimedia and Expo (ICME), July, 2021.
  [paper] [DOI] [bib]

• Semi-Supervised 3D Object Detection Via Adaptive Pseudo-Labeling
  Hongyi Xu, Fengqi Liu, Qianyu Zhou^†, Jinkun Hao, Zhijie Cao, Zhengyang Feng, Lizhuang Ma^†.
  IEEE International Conference on Image Processing (ICIP), September, 2021.
  [paper] [arxiv] [DOI] [bib]

© Qianyu Zhou | Last updated: 11/2023