Robuta

https://papers.neurips.cc/paper_files/paper/2025/hash/084de6d7423c3b7af111e091799e4074-Abstract-Conference.html An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of... concept bottleneck models mitigating the impact an analysis measuring understanding https://proceedings.iclr.cc/paper_files/paper/2025/hash/0ff54b4ec4f70b3ae12c8621ca8a49f4-Abstract-Conference.html Counterfactual Concept Bottleneck Models concept bottleneck models counterfactual https://openreview.net/forum?id=nA5AZ8CEyow Post-hoc Concept Bottleneck Models | OpenReview We present a method to turn any neural network into a concept bottleneck model without sacrificing model performance, retaining interpretability benefits along... concept bottleneck models post hoc openreview