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dongbeank Follow

Overview Repositories 3 Projects 0 Packages 0 Stars 5

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dongbeank

Dongbin Kim dongbeank

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Seoul National University
Seoul, Republic of Korea
https://dongbeank.github.io/

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Overview Repositories 3 Projects 0 Packages 0 Stars 5

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TSRBench Public

EVT-based noise injection toolkit for evaluating time series forecasting robustness

benchmark time-series forecasting robustness noise-injection extreme-value-theory

Python 3 MIT License Updated Mar 17, 2026
LGA Public

[ICLR 2026] Official implementation of the paper "Local Geometry Attention for Time Series Forecasting under Realistic Corruptions"

deep-learning attention-mechanism robustness time-series-forecasting

Python 13 2 Updated Feb 24, 2026
CATS Public

[NeurIPS 2024] Official implementation of the paper "Are Self-Attentions Effective for Time Series Forecasting?"

deep-learning time-series-forecasting transformer-architecture

Python 64 11 MIT License Updated Dec 31, 2024

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Dongbin Kim dongbeank

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