Khalid Saifullah

Seeing in Words: Learning to Classify through Language Bottlenecks

2023 · arXiv (Cornell University)

Neural networks for computer vision extract uninterpretable features despite achieving high accuracy on benchmarks. In contrast, humans can explain their predictions using succinct and intuitive descriptions. To incorporate explainability into neural networks, we train a …