Search Results for author: Xinrui Wang

Found 4 papers, 2 papers with code

Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum

no code implementations29 Sep 2021 Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi Sugiyama

Specifically, we disentangle the effects of Adaptive Learning Rate and Momentum of the Adam dynamics on saddle-point escaping and flat minima selection.

Generating Manga From Illustrations via Mimicking Manga Creation Workflow

no code implementations CVPR 2021 Lvmin Zhang, Xinrui Wang, Qingnan Fan, Yi Ji, Chunping Liu

To this end, we create a large-scale dataset with these three components annotated by artists in a human-in-the-loop manner.

Adai: Separating the Effects of Adaptive Learning Rate and Momentum Inertia

1 code implementation29 Jun 2020 Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi Sugiyama

Specifically, we disentangle the effects of Adaptive Learning Rate and Momentum of the Adam dynamics on saddle-point escaping and minima selection.

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