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09/08/2023
On the Efficacy of Multi-scale Data Samplers for Vision Applications
Multi-scale resolution training has seen an increased adoption across mu...
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07/21/2022
SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
Recent isotropic networks, such as ConvMixer and vision transformers, ha...
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10/08/2021
LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time
When deploying deep learning models to a device, it is traditionally ass...
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10/08/2021