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Siyu Chen

Massachusetts Institute of Technology USA

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

Mar 09, 2021
Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, Ziwei Liu

* 17 pages, 11 figures, Accepted to CVPR 2021 (Oral), project webpage: 

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Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising

Oct 29, 2020
Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier

* 14 pages, 4 figures, to be published in Biomedical Optics Express 

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RANDOM MASK: Towards Robust Convolutional Neural Networks

Jul 27, 2020
Tiange Luo, Tianle Cai, Mengxiao Zhang, Siyu Chen, Liwei Wang

* arXiv admin note: substantial text overlap with arXiv:1911.08432 

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Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization

Jul 15, 2020
Junting Pan, Siyu Chen, Zheng Shou, Jing Shao, Hongsheng Li

* 1st place solution in ActivityNet Challenge 2020 -- AVA-Kinetics Task 

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1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020

Jun 16, 2020
Siyu Chen, Junting Pan, Guanglu Song, Manyuan Zhang, Hao Shao, Ziyi Lin, Jing Shao, Hongsheng Li, Yu Liu

* arXiv admin note: substantial text overlap with arXiv:2006.07976 

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Defective Convolutional Layers Learn Robust CNNs

Nov 19, 2019
Tiange Luo, Tianle Cai, Mengxiao Zhang, Siyu Chen, Di He, Liwei Wang

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A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems

May 28, 2019
Tianle Cai, Ruiqi Gao, Jikai Hou, Siyu Chen, Dong Wang, Di He, Zhihua Zhang, Liwei Wang

* Submitted to NeurIPS 2019 

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A Deep Optimization Approach for Image Deconvolution

Apr 16, 2019
Zhijian Luo, Siyu Chen, Yuntao Qian

* 12 pages, 16 figures 

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Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation

Apr 16, 2019
Jingzhou Chen, Siyu Chen, Peilin Zhou, Yuntao Qian

* 12 pages, 10 figures 

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Spectral Image Visualization Using Generative Adversarial Networks

Feb 07, 2018
Siyu Chen, Danping Liao, Yuntao Qian

* 6 pages, 7 figures 

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Visualization of Hyperspectral Images Using Moving Least Squares

Jan 20, 2018
Danping Liao, Siyu Chen, Yuntao Qian

* arXiv admin note: text overlap with arXiv:1712.01657 

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Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence

Nov 20, 2017
Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao

* AAAI Conference on Artificial Intelligence (AAAI), New Orleans, Louisiana, USA. 2-7 Feb. 2018 

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