Official code release of AAAI 2024 paper SayCanPay.
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Apr 5, 2024 - Python
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domain-knowledge-integration
Here are 8 public repositories matching this topic...
Domain knowledge driven 3D radiation dose prediction [PMB'22]
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Apr 18, 2025 - Python
Project used sampling/de-dup technique based on schema knowledge on HoloClean system. Goal was to reduce number of training points in order to decrease memory footprint and in same improve run-time.
sql database neural-network sampling deduplication conda-environment backend-development holoclean domain-knowledge-integration
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Apr 16, 2019 - Python
Predicting future prices using Facebook Prophet
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Oct 18, 2020 - Jupyter Notebook
A transformative approach to manufacturing optimization, focusing on the textile forming process. This research synergizes domain-specific knowledge with simulation modeling and introduces Bayesian optimization for efficient parameter space exploration.
data-science deep-learning bayesian-optimization simulation-modeling surrogate-models mc-dropout surrogate-based-optimization domain-knowledge-integration manufacturing-optimization fibre-draping
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Jan 12, 2024 - Python
A deep learning based domain knowledge integration for small dataset
deep-learning convolutional-neural-networks materials-informatics small-dataset domain-knowledge-integration
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Feb 14, 2020 - Python
Deep learning framework for accurate blood pressure (BP) estimation from PPG signals. Features include signal selection & enhancement, dual-path temporal/image-based feature extraction, M-SCAN attention, MSFN fusion, and D-QuEST loss with domain knowledge integration. Extensive diversity analysis ensures robustness of the work.
blood-pressure mtf scalogram domain-knowledge-integration ppg-signal cnn-xlstm-xatt multi-stream-cross-attention multi-stream-fusion-network d-quest signal-and-image-features ppg-image
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May 13, 2025 - Python
A deep learning based domain knowledge integration for small dataset
deep-learning convolutional-neural-networks materials-informatics small-dataset domain-knowledge-integration
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Feb 26, 2020 - Python
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