Papers by Adam Wojciechowski
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Existing explanation methods for image classification struggle to provide faithful and plausible explanations for predictions. |
| Approach: | They propose a natural language explanation method that can be applied to any CNN-based classifier without altering its training process or affecting predictive performance. |
| Outcome: | The proposed method can be applied to any CNN-based classifier without altering its training process or affecting predictive performance. |