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Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels


Jan 03, 2023
Yikai Wang, Yanwei Fu, Xinwei Sun

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* Extension of our CVPR2022 paper: arXiv:2203.07788. Proof of noisy set recovery theorem is inspired by arXiv:2007.08461 

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Bridged Transformer for Vision and Point Cloud 3D Object Detection


Oct 04, 2022
Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao

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* CVPR 2022 

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SongDriver: Real-time Music Accompaniment Generation without Logical Latency nor Exposure Bias


Sep 13, 2022
Zihao Wang, Kejun Zhang, Yuxing Wang, Chen Zhang, Qihao Liang, Pengfei Yu, Yongsheng Feng, Wenbo Liu, Yikai Wang, Yuntai Bao, Yiheng Yang

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* *Both Zihao Wang and Qihao Liang contribute equally to the paper and share the co-first authorship. This paper has been accepted by ACM Multimedia 2022 for oral presentation 

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A Simple Test-Time Method for Out-of-Distribution Detection


Jul 17, 2022
Ke Fan, Yikai Wang, Qian Yu, Da Li, Yanwei Fu

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Multimodal Token Fusion for Vision Transformers


Apr 19, 2022
Yikai Wang, Xinghao Chen, Lele Cao, Wenbing Huang, Fuchun Sun, Yunhe Wang

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* CVPR 2022 

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Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels


Mar 19, 2022
Yikai Wang, Xinwei Sun, Yanwei Fu

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* To appear in CVPR2022. Code and pretrained models will be released after going through necessary procedures 

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Sound Adversarial Audio-Visual Navigation


Feb 22, 2022
Yinfeng Yu, Wenbing Huang, Fuchun Sun, Changan Chen, Yikai Wang, Xiaohong Liu

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* This work aims to do an adversarial sound intervention for robust audio-visual navigation 

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Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction


Dec 04, 2021
Yikai Wang, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao

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* 18 pages. arXiv admin note: substantial text overlap with arXiv:2011.05005 

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Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks


Oct 18, 2021
Yikai Wang, Yi Yang, Fuchun Sun, Anbang Yao

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* ICCV 2021. Code and models: https://github.com/yikaiw/SNN 

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Elastic Tactile Simulation Towards Tactile-Visual Perception


Aug 12, 2021
Yikai Wang, Wenbing Huang, Bin Fang, Fuchun Sun, Chang Li

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* ACMMM 2021 (Oral). Code available at https://github.com/yikaiw/EIP 

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