Discover @eai-lab Open Source projects

EAI LAB at UNIST (@eai-lab)

eai-lab

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Python
66.7 %

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Location 🇰🇷 South Korea
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On-NAS

[SenSys 2023] On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems

SoftmaxOutputApproximation

[NeurIPS 2023] Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks

CAFO

[KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification

Jupyter Notebook

Intermittent-Learning

[UbiComp 2020] Intermittent Learning: On-Device Machine Learning on Intermittently Powered System

On-DemandFL

[AISTATS 2024] On-Demand Federated Learning for Arbitrary Target Class Distributions

WeightSeparation

[PerCom 2022] Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning