notesum.ai
Published at November 29An Approach Towards Learning K-means-friendly Deep Latent Representation
cs.LG
cs.CV
Released Date: November 29, 2024
Authors: Debapriya Roy1
Aff.: 1Institute of Engineering and Management, Kolkata, India

| Dataset | MNIST | USPS | COIL100 | CMU-PIE | RCV1 |
|---|---|---|---|---|---|
| KM | 53.50 0.30 | 67.3 0.10 | 49.51 1.13 | 21.31 0.68 | 50.8 2.90 |
| AEKM | 80.80 1.80 | 72.9 0.80 | 49.66 0.84 | 24.17 1.54 | 56.70 3.60 |
| DCN | 81.10 1.90 | 73.0 0.80 | 49.23 0.88 | 24.78 1.66 | 56.70 3.60 |
| DKM | 84.00 2.20 | 75.7 1.30 | 49.50 0.78 | 31.61 0.86 | 58.3 3.80 |
| Ours | 90.01 5.83 | 78.74 4.21 | 51.56 0.94 | 32.40 1.81 | 60.39 2.33 |