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机器学习研究中心6篇论文被ICLR 2021收录

信息来源:     发布时间:2021-01-18     浏览量:

ICLR 全称为 International Conference on Learning Representations(国际学习表征会议),自 2013 年开始每年举办一次,2021 年将举办第九届会议,是国际公认的深度学习领域的顶级会议。ICLR在所有科学出版物中排名第17,超过了NeurIPS、ICCV和ICML(在AI顶会中仅落后于CVPR,该榜单的前三名是 Nature、新英格兰医学杂志和 Science。)

ICLR 2021一共有2997篇有效论文投稿,最后860篇被接收,被接收论文中有53篇论文被接收为Oral、114篇论文被接收为Spotlight、693篇论文被接收为Poster。

必赢71886网址登录必赢626net入口机器学习研究中心林宙辰教授、王立威教授和王奕森助理教授有6篇论文被ICLR 2021收录,包括2篇Spotlight。


被收录论文如下:


[1] Zhengyang Geng, Meng-Hao Guo, Hongxu Chen, Xia Li, Ke Wei, and Zhouchen Lin, “Is Attention Better Than Matrix Decomposition?”

[2] Ke Sun, Zhouchen Lin, and Zhanxing Zhu, “AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models”

[3] Xiaoyu Chen, Jiachen Hu, Lihong Li, Liwei Wang, “Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL”

[4] Xin Wang, Jie Ren, Shuyun Lin, Xiangming Zhu, Yisen Wang, Quanshi Zhang, “Towards A Unified Understanding and Improving of Adversarial Transferability”

[5] Yang Bai, Yuyuan Zeng, Yong Jiang, Shu-Tao Xia, Xingjun Ma, Yisen Wang, “Improving Adversarial Robustness via Channel-wise Activation Suppressing” (Spotlight)

[6] Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang, “Unlearnable Examples: Making Personal Data Unexploitable” (Spotlight)


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