David McAllester

Emergent Logical Structure in Vector Representations of Neural Readers.

2016 · arXiv (Cornell University)

Reading comprehension is a question answering task where the answer is to be found in a given passage about entities and events not mentioned in general knowledge sources. A significant number of neural architectures for …

Information-Theoretic Segmentation by Inpainting Error Maximization

2021

We study image segmentation from an information-theoretic perspective, proposing a novel adversarial method that performs unsupervised segmentation by partitioning images into maximally independent sets. More specifically, we group image pixels into foreground and background, with …