notesum.ai
Published at October 22Mitigating Vanishing Activations in Deep CapsNets Using Channel Pruning
cs.LG
cs.AI
cs.CL
Released Date: October 22, 2024
Authors: Siddharth Sahu1, Abdulrahman Altahhan1
Aff.: 1University of Leeds

| Model Configuration | PR=0.0 | PR=0.125 | PR=0.25 | PR=0.375 | PR=0.5 | PR=0.60/0.625* | PR=0.75 |
|---|---|---|---|---|---|---|---|
| [C=10, D=8] | 73.92 | 74.26 | 74.37 | 74.53 | 74.71 | 74.09 | 73.84 |
| [C=20, D=8] | 77.05 | 78.71 | 77.75 | 77.61 | 76.76 | 76.88 | 76.12 |
| [C=32, D=8] | 77.37 | 78.01 | 76.88 | 78.50 | 78.50 | 77.24 | 76.63 |
| [C=16, D=6] | 75.40 | 75.54 | 75.39 | 74.66 | 73.99 | 73.02* | 71.49 |
| [C=16, D=12] | 76.30 | 79.12 | 78.43 | 78.43 | 78.21 | 77.02* | 75.06 |
| [C=8, D=12] | 75.12 | 76.12 | 75.46 | 75.44 | 74.94 | 75.39* | 74.28 |