research
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06/25/2023
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Robustness and compactness are two essential components of deep learning...
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11/04/2022
Soft Masking for Cost-Constrained Channel Pruning
Structured channel pruning has been shown to significantly accelerate in...
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10/13/2022
Structural Pruning via Latency-Saliency Knapsack
Structural pruning can simplify network architecture and improve inferen...
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10/22/2021
When to Prune? A Policy towards Early Structural Pruning
Pruning enables appealing reductions in network memory footprint and tim...
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10/20/2021