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Semantic Image Manipulation with Background-guided Internal Learning


Mar 24, 2022
Zhongping Zhang, Huiwen He, Bryan A. Plummer, Zhenyu Liao, Huayan Wang


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Off-policy Reinforcement Learning with Optimistic Exploration and Distribution Correction


Oct 27, 2021
Jiachen Li, Shuo Cheng, Zhenyu Liao, Huayan Wang, William Yang Wang, Qinxun Bai


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Fine-Grained Control of Artistic Styles in Image Generation


Oct 25, 2021
Xin Miao, Huayan Wang, Jun Fu, Jiayi Liu, Shen Wang, Zhenyu Liao


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Random matrices in service of ML footprint: ternary random features with no performance loss


Oct 05, 2021
Hafiz Tiomoko Ali, Zhenyu Liao, Romain Couillet


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Hessian Eigenspectra of More Realistic Nonlinear Models


Mar 17, 2021
Zhenyu Liao, Michael W. Mahoney

* Identical to v1, except for the inclusion of some additional references 

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Sparse sketches with small inversion bias


Nov 21, 2020
MichaƂ DereziƄski, Zhenyu Liao, Edgar Dobriban, Michael W. Mahoney


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Kernel regression in high dimension: Refined analysis beyond double descent


Oct 06, 2020
Fanghui Liu, Zhenyu Liao, Johan A. K. Suykens

* 30 pages, 13 figures 

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Sparse Quantized Spectral Clustering


Oct 03, 2020
Zhenyu Liao, Romain Couillet, Michael W. Mahoney


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Precise expressions for random projections: Low-rank approximation and randomized Newton


Jun 18, 2020
MichaƂ DereziƄski, Feynman Liang, Zhenyu Liao, Michael W. Mahoney


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