Activation Atlas

1. 1Use feature inversion to generate visualizations of neural network activations
2. 2Explore the activation atlas to identify learned features and concepts
3. 3Analyze the atlas to understand what concepts the network typically represents
4. 4Apply insights from the atlas to improve model interpretability and performance

ML researchers and engineers benefit from this technique to understand and interpret their models' behavior, while data scientists can use it to identify relevant features for their tasks

💡 Feature inversion can be used to create a visual atlas of learned features and concepts in a neural network

🔍 Explore neural network activations with feature inversion