notesum.ai
Published at May 1Scalable Ensemble Diversification for OOD Generalization and Detection
NeurIPS
Released Date: May 1, 2024
Authors: Alexander Rubinstein, Luca Scimeca, Damien Teney, Seong Joon Oh
Arxiv: https://openreview.net/pdf/c62e090c4679284821088247027de58aeae6495d.pdf
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| GT | Cowboy hat | Sea lion | Scuba diver | Great shark | Weimaraner |
| SED | Cowboy hat | Sea lion | Scuba diver | Great shark | Weimaraner |
| Comic book | Otter | Jellyfish | Killer whale | Vizsla | |
| PDS | 0.300 | 0.300 | 0.294 | 0.292 | 0.292 |
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| GT | Pomegranate | Zebra | Pomegranate | Pomegranate | Hummingbird |
| SED | Pomegranate | Zebra | Pomegranate | Pomegranate | Hummingbird |
| PDS | 0.216 | 0.216 | 0.216 | 0.216 | 0.216 |