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09/20/2023
Grassroots Operator Search for Model Edge Adaptation
Hardware-aware Neural Architecture Search (HW-NAS) is increasingly being...
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05/17/2023
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
The advancement of Deep Learning (DL) is driven by efficient Deep Neural...
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05/10/2023
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing
Deep learning has enabled various Internet of Things (IoT) applications....
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03/23/2023
Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training
Spiking neural networks (SNNs) have gained attention as a promising alte...
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03/08/2023
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices
Vision Transformers have enabled recent attention-based Deep Learning (D...
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01/22/2021