Concepedia

Sukmin Yun

SY

5

Publications

457

Citations

5

H-Index

2019

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Sukmin Yun is an author at Korea Advanced Institute of Science and Technology specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningPattern RecognitionData ScienceSupervised LearningSelf-supervised LearningData MiningData Augmentation

Publications per year

2019–2023

5

Publications

5

Regularizing Class-Wise Predictions via Self-Knowledge Distillation

Sukmin Yun, Jongjin Park, Kimin Lee et al. · 2020 · 303 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Robust Inference via Generative Classifiers for Handling Noisy Labels

Kimin Lee, Sukmin Yun, Kibok Lee et al. · arXiv (Cornell University) · 2019 · 61 citations · Full text

Engineering, Machine Learning, Data Science +14

Patch-level Representation Learning for Self-supervised Vision Transformers

Sukmin Yun, Hankook Lee, Jaehyung Kim et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 49 citations

Convolutional Neural Network, Image Analysis, Machine Vision +15

Regularizing Class-wise Predictions via Self-knowledge Distillation

Sukmin Yun, Jongjin Park, Kimin Lee et al. · arXiv (Cornell University) · 2020 · 30 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

IFSeg: Image-free Semantic Segmentation via Vision-Language Model

Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo et al. · 2023 · 14 citations

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