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04/27/2023
JaxPruner: A concise library for sparsity research
This paper introduces JaxPruner, an open-source JAX-based pruning and sp...
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04/23/2023
LayerNAS: Neural Architecture Search in Polynomial Complexity
Neural Architecture Search (NAS) has become a popular method for discove...
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04/09/2022
Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs
On-device ML accelerators are becoming a standard in modern mobile syste...
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12/03/2021
Data-Free Neural Architecture Search via Recursive Label Calibration
This paper aims to explore the feasibility of neural architecture search...
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01/24/2020
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network
We present the MagNet, a multi-agent interaction network to discover gov...
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09/11/2019
Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity
Spike-timing-dependent-plasticity (STDP) is an unsupervised learning alg...
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09/11/2019
ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction
Deep neural networks (DNNs) provide high image classification accuracy, ...
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06/19/2018
