Search Results for author: Hoyoung Kim

Found 3 papers, 1 papers with code

Active Label Correction for Semantic Segmentation with Foundation Models

no code implementations16 Mar 2024 Hoyoung Kim, Sehyun Hwang, Suha Kwak, Jungseul Ok

Training and validating models for semantic segmentation require datasets with pixel-wise annotations, which are notoriously labor-intensive.

Semantic Segmentation Superpixels

Robust Deep Learning from Crowds with Belief Propagation

1 code implementation1 Nov 2021 Hoyoung Kim, Seunghyuk Cho, Dongwoo Kim, Jungseul Ok

Crowdsourcing systems enable us to collect large-scale dataset, but inherently suffer from noisy labels of low-paid workers.

Variational Inference

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