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Batch-efficient EigenDecomposition for Small and Medium Matrices


Jul 09, 2022
Yue Song , Nicu Sebe , Wei Wang

* Accepted by ECCV22 

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Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality


Jul 05, 2022
Yue Song , Nicu Sebe , Wei Wang

* Accepted by ECCV22 

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On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition


May 26, 2022
Yue Song , Nicu Sebe , Wei Wang

* Accepted by IEEE T-PAMI 

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Breaking the Chain of Gradient Leakage in Vision Transformers


May 25, 2022
Yahui Liu , Bin Ren , Yue Song , Wei Bi , Nicu Sebe , Wei Wang

* 18 pages, 9 figures 

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GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model


May 23, 2022
Wenbo Su , Yuanxing Zhang , Yufeng Cai , Kaixu Ren , Pengjie Wang , Huimin Yi , Yue Song , Jing Chen , Hongbo Deng , Jian Xu , Lin Qu , Bo zheng


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PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems


Apr 17, 2022
Yuanxing Zhang , Langshi Chen , Siran Yang , Man Yuan , Huimin Yi , Jie Zhang , Jiamang Wang , Jianbo Dong , Yunlong Xu , Yue Song , Yong Li , Di Zhang , Wei Lin , Lin Qu , Bo Zheng


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Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling


Feb 08, 2022
Yue Song , Hao Tang , Nicu Sebe , Wei Wang

* Accepted by TOMM; the first two authors contribute equally to this work 

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Fast Differentiable Matrix Square Root and Inverse Square Root


Jan 29, 2022
Yue Song , Nicu Sebe , Wei Wang

* Under review by T-PAMI. arXiv admin note: substantial text overlap with arXiv:2201.08663 

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Fast Differentiable Matrix Square Root


Jan 21, 2022
Yue Song , Nicu Sebe , Wei Wang

* Accpeted by ICLR 2022 

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