Search Results for author: Minwook Kim

Found 3 papers, 1 papers with code

CAST: Cluster-Aware Self-Training for Tabular Data

no code implementations10 Oct 2023 Minwook Kim, Juseong Kim, Ki Beom Kim, Giltae Song

In this regard, we propose Cluster-Aware Self-Training (CAST) for tabular data, which enhances existing self-training algorithms at a negligible cost without significant modifications.

Pseudo Label

Revisiting Self-Training with Regularized Pseudo-Labeling for Tabular Data

no code implementations27 Feb 2023 Minwook Kim, Juseong Kim, Giltae Song

Recent progress in semi- and self-supervised learning has caused a rift in the long-held belief about the need for an enormous amount of labeled data for machine learning and the irrelevancy of unlabeled data.

Self-Supervised Learning

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