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Xiaosu Zhu
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Year
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression
X Zhu, J Song, L Gao, F Zheng, HT Shen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
462022
Beyond product quantization: deep progressive quantization for image retrieval
L Gao, X Zhu, J Song, Z Zhao, HT Shen
The Twenty-Eighth International Joint Conference on Artificial Intelligence …, 2019
352019
Deep recurrent quantization for generating sequential binary codes
J Song, X Zhu, L Gao, XS Xu, W Liu, HT Shen
The Twenty-Eighth International Joint Conference on Artificial Intelligence …, 2019
202019
Staircase sign method for boosting adversarial attacks
Q Zhang, X Zhu, J Song, L Gao, HT Shen
arXiv preprint arXiv:2104.09722, 2021
142021
Fast gradient non-sign methods
Y Cheng, J Song, X Zhu, Q Zhang, L Gao, HT Shen
arXiv preprint arXiv:2110.12734, 2021
82021
3d self-attention for unsupervised video quantization
J Song, R Lang, X Zhu, X Xu, L Gao, HT Shen
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
62020
Camera-agnostic person re-identification via adversarial disentangling learning
H Ni, J Song, X Zhu, F Zheng, L Gao
Proceedings of the 29th ACM International Conference on Multimedia, 2002-2010, 2021
52021
End-to-End Pre-Training With Hierarchical Matching and Momentum Contrast for Text-Video Retrieval
W Shen, J Song, X Zhu, G Li, HT Shen
IEEE Transactions on Image Processing, 2023
42023
Revisiting Multi-Codebook Quantization
X Zhu, J Song, L Gao, X Gu, HT Shen
IEEE Transactions on Image Processing 32, 2399-2412, 2023
32023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval
H Li, J Song, L Gao, X Zhu, H Shen
Advances in Neural Information Processing Systems 36, 2024
22024
A Lower Bound of Hash Codes' Performance
X Zhu, J Song, Y Lei, L Gao, HT Shen
Proceedings of The Thirty-sixth Conference on Neural Information Processing …, 2022
22022
Spherical Centralized Quantization for Fast Image Retrieval
J Song, Z Zhang, X Zhu, Q Zhao, M Wang, HT Shen
IEEE Transactions on Image Processing 32, 6485-6499, 2023
2023
CUCL: Codebook for Unsupervised Continual Learning
C Cheng, J Song, X Zhu, J Zhu, L Gao, H Shen
Proceedings of the 31st ACM International Conference on Multimedia, 1729-1737, 2023
2023
Multimedia Compact Representations: Approaches, Applications and Challenges
J Song, X Zhu
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Articles 1–14