Search Results for author: Aristo Renaldo Ruslim

Found 2 papers, 1 papers with code

Mixture of Self-Supervised Learning

1 code implementation27 Jul 2023 Aristo Renaldo Ruslim, Novanto Yudistira, Budi Darma Setiawan

Therefore, we propose the Gated Self-Supervised Learning method to improve image classification which use more than one transformation as pretext task and uses the Mixture of Expert architecture as a gating network in combining each pretext task so that the model automatically can study and focus more on the most useful augmentations for classification.

Classification Image Classification +1

Gated Self-supervised Learning For Improving Supervised Learning

no code implementations14 Jan 2023 Erland Hilman Fuadi, Aristo Renaldo Ruslim, Putu Wahyu Kusuma Wardhana, Novanto Yudistira

In past research on self-supervised learning for image classification, the use of rotation as an augmentation has been common.

Classification Image Classification +1

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