Language-Assisted Feature Transformation for Anomaly Detection

Authors: Yun, EungGu, Ha, Heonjin, Nam, Yeongwoo, Lee, Bryan Dongik

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2503.01184

Learning Dynamic Brain Connectome with Graph Transformers for Psychiatric Diagnosis Classification

Authors: Kim, Byung-Hoon, Choi, Jungwon, Yun, EungGu, Kim, Kyungsang, Li, Xiang, Lee, Juho

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models

Authors: Moon, Taehong, Choi, Moonseok, Yun, EungGu, Yoon, Jongmin, Lee, Gayoung, Cho, Jaewoong, Lee, Juho

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.05927

Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers

Authors: Kim, Byung-Hoon, Choi, Jungwon, Yun, EungGu, Kim, Kyungsang, Li, Xiang, Lee, Juho

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2312.14939

A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data

Authors: Choi, Jungwon, Keum, Seongho, Yun, EungGu, Kim, Byung-Hoon, Lee, Juho

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2312.01994

Probabilistic Imputation for Time-series Classification with Missing Data

Authors: Kim, SeungHyun, Kim, Hyunsu, Yun, EungGu, Lee, Hwangrae, Lee, Jaehun, Lee, Juho

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2308.06738

Traversing Between Modes in Function Space for Fast Ensembling

Authors: Yun, EungGu, Lee, Hyungi, Nam, Giung, Lee, Juho

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2306.11304

Martingale Posterior Neural Processes

Authors: Lee, Hyungi, Yun, Eunggu, Nam, Giung, Fong, Edwin, Lee, Juho

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2304.09431

Scale Mixtures of Neural Network Gaussian Processes

Authors: Lee, Hyungi, Yun, Eunggu, Yang, Hongseok, Lee, Juho

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2107.01408

Benefits of Stochastic Weight Averaging in Developing Neural Network Radiation Scheme for Numerical Weather Prediction

Authors: Song, Hwan‐Jin, Roh, Soonyoung, Lee, Juho, Nam, Giung, Yun, Eunggu, Yoon, Jongmin, Kim, Park Sa

Source: Journal of advances in modeling earth systems. 14(10)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100165154426.0x000001&indx=1&recIds=ETOCvdc_100165154426.0x000001