Concept Bottleneck Models

4 code implementations • ICML 2020 • Pang Wei Koh, Thao Nguyen, Yew Siang Tang, Stephen Mussmann, Emma Pierson, Been Kim, Percy Liang

We seek to learn models that we can interact with using high-level concepts: if the model did not think there was a bone spur in the x-ray, would it still predict severe arthritis?

Transferable Semi-supervised 3D Object Detection from RGB-D Data

no code implementations • ICCV 2019 • Yew Siang Tang, Gim Hee Lee

We investigate the direction of training a 3D object detector for new object classes from only 2D bounding box labels of these new classes, while simultaneously transferring information from 3D bounding box labels of the existing classes.

3D Object Detection Object +1