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September 29, 2024 conference-paper

Education Abstract: Design Space Exploration for Deep Learning at the Edge

International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES)

DOI: 10.1109/cases60062.2024.00006 OpenAlex

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References 5

Automated Exploration and Implementation of Distributed CNN Inference at the Edge
2023 IEEE Internet of Things Journal article Computer Science IoT and Edge/Fog Computing Open access

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EASTER: Learning to Split Transformers at the Edge Robustly
2024 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems article Computer Science IoT and Edge/Fog Computing Open access

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Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge
2022 ACM Transactions on Embedded Computing Systems article Computer Science Advanced Neural Network Applications Open access

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RobustDiCE: Robust and Distributed CNN Inference at the Edge
2024 Asia and South Pacific Design Automation Conference (ASP-DAC) conference-paper Computer Science IoT and Edge/Fog Computing Open access

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Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge
2023 Communications in computer and information science conference-paper Computer Science Advanced Neural Network Applications Open access

3

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