Search Results for author: Kanji Uchino

Found 4 papers, 2 papers with code

Generating 3D Molecules for Target Protein Binding

1 code implementation19 Apr 2022 Meng Liu, Youzhi Luo, Kanji Uchino, Koji Maruhashi, Shuiwang Ji

Second, to preserve the desirable equivariance property, we select a local reference atom according to the designed auxiliary classifiers and then construct a local spherical coordinate system.

Drug Discovery

Automated Data Augmentations for Graph Classification

no code implementations26 Feb 2022 Youzhi Luo, Michael McThrow, Wing Yee Au, Tao Komikado, Kanji Uchino, Koji Maruhashi, Shuiwang Ji

In this work, we propose GraphAug, a novel automated data augmentation method aiming at computing label-invariant augmentations for graph classification.

Data Augmentation Graph Classification

Biases in Generative Art -- A Causal Look from the Lens of Art History

no code implementations26 Oct 2020 Ramya Srinivasan, Kanji Uchino

In this work, we investigate biases in the generative art AI pipeline right from those that can originate due to improper problem formulation to those related to algorithm design.

Style Transfer

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