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Xiaoyu Wang

Department of Civil Engineering, University of Toronto

A Lifted Bregman Formulation for the Inversion of Deep Neural Networks


Mar 01, 2023
Xiaoyu Wang, Martin Benning

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* 21 pages, 9 figures 

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Few-shot Face Image Translation via GAN Prior Distillation


Jan 28, 2023
Ruoyu Zhao, Mingrui Zhu, Xiaoyu Wang, Nannan Wang

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Million-scale Object Detection with Large Vision Model


Dec 19, 2022
Feng Lin, Wenze Hu, Yaowei Wang, Yonghong Tian, Guangming Lu, Fanglin Chen, Yong Xu, Xiaoyu Wang

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All-to-key Attention for Arbitrary Style Transfer


Dec 08, 2022
Mingrui Zhu, Xiao He, Nannan Wang, Xiaoyu Wang, Xinbo Gao

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Deep Active Learning for Computer Vision: Past and Future


Nov 27, 2022
Rinyoichi Takezoe, Xu Liu, Shunan Mao, Marco Tianyu Chen, Zhanpeng Feng, Shiliang Zhang, Xiaoyu Wang

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A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control


Nov 26, 2022
Xiaoyu Wang, Scott Sanner, Baher Abdulhai

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* 32 pages, 19 figures. This is a draft chapter/article. The final version is available in Handbook on Artificial Intelligence in Transport, edited by Hussein Dia, forthcoming 2023, Edward Elgar Publishing Ltd 

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DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics


Nov 20, 2022
Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen

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NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction


Nov 15, 2022
Yun Yi, Haokui Zhang, Wenze Hu, Nannan Wang, Xiaoyu Wang

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* 10 pages, 4 figures 

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CabViT: Cross Attention among Blocks for Vision Transformer


Nov 14, 2022
Haokui Zhang, Wenze Hu, Xiaoyu Wang

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* 10 pages, 8 figures. Source code is available at https://github.com/hkzhang91/CabViT 

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ParCNetV2: Oversized Kernel with Enhanced Attention


Nov 14, 2022
Ruihan Xu, Haokui Zhang, Wenze Hu, Shiliang Zhang, Xiaoyu Wang

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* 8 pages, 5 figures 

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