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Dynamic Neural Networks: A Survey


Feb 10, 2021
Yizeng Han, Gao Huang, Shiji Song, Le Yang, Honghui Wang, Yulin Wang


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Revisiting Locally Supervised Learning: an Alternative to End-to-end Training


Jan 26, 2021
Yulin Wang, Zanlin Ni, Shiji Song, Le Yang, Gao Huang

* Accepted by ICLR 2021 

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Point Cloud Quality Assessment: Large-scale Dataset Construction and Learning-based No-Reference Approach


Dec 22, 2020
Yipeng Liu, Qi Yang, Yiling Xu, Le Yang

* Submitted to IEEE Transactions on Circuits and Systems for Video Technology 

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Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification


Oct 11, 2020
Yulin Wang, Kangchen Lv, Rui Huang, Shiji Song, Le Yang, Gao Huang

* Accepted by NeurIPS 2020 

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Revisiting Anchor Mechanisms for Temporal Action Localization


Aug 22, 2020
Le Yang, Houwen Peng, Dingwen Zhang, Jianlong Fu, Junwei Han

* Accept by TIP, code: https://github.com/LeYangNwpu/A2Net 

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Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization


Aug 18, 2020
Le Yang, Dingwen Zhang, Tao Zhao, Junwei Han


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Resolution Adaptive Networks for Efficient Inference


Mar 24, 2020
Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai, Gao Huang

* CVPR 2020 

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Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization


Dec 08, 2019
Songyang Zhang, Houwen Peng, Le Yang, Jianlong Fu, Jiebo Luo

* This is our winner solution for the HACS Temporal Action Localization Challenge at ICCV 2019 

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Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning


Jul 09, 2018
Danil Kuzin, Le Yang, Olga Isupova, Lyudmila Mihaylova

* FUSION 2018 

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