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From Scratch
Orion: A Fully Homomorphic Encryption Framework for Deep Learning | Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2
Mar 27, 2025
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Deep Learning with Differential Privacy | Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security
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Wide & Deep Learning for Recommender Systems | Proceedings of the 1st Workshop on Deep Learning for Recommender Systems
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Deep Learning for Anomaly Detection: A Review: ACM Computing Surveys: Vol 54, No 2
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Deep Learning Based Recommender System: A Survey and New Perspectives: ACM Computing Surveys: Vol 52, No 1
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Deep Learning--based Text Classification: A Comprehensive Review: ACM Computing Surveys: Vol 54, No 3
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Deep Learning for Time Series Forecasting: Tutorial and Literature Survey | ACM Computing Surveys
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A Survey on Deep Learning: Algorithms, Techniques, and Applications: ACM Computing Surveys: Vol 51, No 5
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Deep Learning on Mobile and Embedded Devices: State-of-the-art, Challenges, and Future Directions: ACM Computing Surveys: Vol 53, No 4
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ImageNet classification with deep convolutional neural networks | Communications of the ACM
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FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks: ACM Transactions on Reconfigurable Technology and Systems: Vol 11, No 3
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CDRPE: A Combined Deep Learning and Self-Attention Enhanced Reinforcement Learning Framework for Automated Compact Model Parameter Extraction | ACM Transactions on Design Automation of Electronic Systems
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A Systematic Survey on Deep Learning Architectures for Point Cloud Classification and Segmentation | ACM Transactions on Multimedia Computing, Communications, and Applications
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Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms | Guide books | ACM Digital Library
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A Comprehensive Survey on Deep Learning-based Predictive Maintenance | ACM Transactions on Embedded Computing Systems
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Understanding deep learning (still) requires rethinking generalization | Communications of the ACM
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Privacy-Preserving Deep Learning | Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security
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Deep Learning for Entity Matching | Proceedings of the 2018 International Conference on Management of Data
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