Foundational challenges in assuring alignment and safety of large language models
Aligning Machine and Human Visual Representations across Abstraction Levels
Deep neural networks have achieved success across a wide range of applications,
including as models of human behavior in vision tasks. However, neural network training …
including as models of human behavior in vision tasks. However, neural network training …
Dimensions underlying the representational alignment of deep neural networks with humans
Determining the similarities and differences between humans and artificial intelligence is an
important goal both in machine learning and cognitive neuroscience. However, similarities …
important goal both in machine learning and cognitive neuroscience. However, similarities …
[HTML][HTML] fruit-SALAD: A Style Aligned Artwork Dataset to reveal similarity perception in image embeddings
The notion of visual similarity is essential for computer vision, and in applications and
studies revolving around vector embeddings of images. However, the scarcity of benchmark …
studies revolving around vector embeddings of images. However, the scarcity of benchmark …