Accelerating Super-Resolution Network Inference via Sensitivity-Based Weight Sparsity Allocation
Weight sparsification has been extensively studied in image classification and object detection to accelerate network inference. However, for image generation tasks, such as image super-resolution, forcing some weights to zeros is a non-trivial task that typically causes significant degradation in r...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10298064/ |