Undergraduate Research of Department of Electrical Engineering, NTHU
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Updated
Sep 18, 2021 - Python
Undergraduate Research of Department of Electrical Engineering, NTHU
Active learning; Query by committee; Ensemble averaging; Committee machines; Neural Network Potentials
Toolset for active learning based control of medical free-text annotations
Code pertaining to the paper: "Reducing Bias in Online Datasets"
Active learning pipeline to construct balanced data sets.
Interactive dashboard for examining active learning experiments and matrix completion models
reproducibility results for IAL2023 workshop
The aim of this project is to create a machine learning model based on Active Learning to identify and filter out spam in YouTube comments.
🔨 A prototype tool on learning DOTAs by testing.
Code repository for the UAI 2020 paper "Active learning of conditional mean embeddings via Bayesian optimisation" by S. R. Chowdhury, R. Oliveira and F. Ramos.
Sequential design of adsorption simulation for small molecule adsorption in a MOF
Heuristic-guided learning using Uncertainty-aware Self-training with Uncertainty Sampled Training (UST).
Feasible-Infeasible Evolutionary Create & Eliminate Algorithm for Expectation Maximization.
Library to enable Bayesian active learning in your research or labeling work.
Project for the Applied Machine Learning (EI70360) class at TUM Summer Semester 2023.
Towards Fewer Labels: Support Pair Active Learning for Person Re-identification
Deep Active Learning Framework based on Self-supervised Learning (iSSL-AL) for Image Classification
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