Publications

Xuran Pan, Tianzhu Ye, Zhuofan Xia, Shiji Song, Gao Huang (2023). Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention. In Computer Vision and Pattern Recognition (CVPR) 2023.

Zhuofan Xia, Xuran Pan, Xuan Jin, Yuan He, Shiji Song, Gao Huang (2023). Budgeted Training for Vision Transformer. In International Conference on Learning Representation (ICLR) 2023.

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Xuran Pan, Tianzhu Ye, Dongchen Han, Shiji Song, Gao Huang (2022). Contrastive Language-Image Pre-Training with Knowledge Graphs. In Neural Information Processing Systems (NeurIPS) 2022.

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Xuran Pan, Zihang Lai, Shiji Song, Gao Huang (2022). ActiveNeRF: Learning where to See with Uncertainty Estimation. In European Conference on Computer Vision (ECCV) 2022.

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Zhuofan Xia, Xuran Pan, Shiji Song, Li Erran Li, Gao Huang (2022). Vision Transformer with Deformable Attention. In Computer Vision and Pattern Recognition (CVPR) 2022.

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Xuran Pan, Chunjiang Ge, Rui Lu, Shiji Song, Guanfu Chen, Zeyi Huang, Gao Huang (2022). On the Integration of Self-Attention and Convolution. In Computer Vision and Pattern Recognition (CVPR) 2022.

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Xuran Pan, Shiji Song, Yiming Chen, Liejun Wang, Gao Huang (2022). PLAM: A Plug-in Module for Flexible Graph Attention Learning. In Neurocomputing 2022.

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Xuran Pan, Zhuofan Xia, Shiji Song, Li Erran Li, Gao Huang (2021). 3D Object Detection with Pointformer. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021.

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Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, Cheng Wu (2021). Regularizing Deep Networks with Semantic Data Augmentation. In IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2021.

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Yulin Wang, Xuran Pan, Shiji Song, Hong Zhang, Cheng Wu, Gao Huang (2019). Implicit Semantic Data Augmentation for Deep Networks. In Neural Information Processing Systems (NeurIPS) 2019.

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