Gods and Robots In this episode of the podcast we shake things up! Neil is on the guest side of the table with his partner Rabbi Laura Janner-Klausner to discuss their upcoming project Gods and Robots. Katherine is joined on the host side by friend of the show professor Michael Littman. See... See More Episodes arXiv Whitepapers Towards Domain-agnostic Depth Completion Existing depth completion methods are often targeted at a specific sparse depth type, and generalize poorly across task domains. We present a method to complete sparse/semi-dense, noisy, and potentially low-resolution depth maps obtained by various range sensors, including those in modern mobile... Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning The development of CLIP [Radford et al., 2021] has sparked a debate on whether language supervision can result in vision models with more transferable representations than traditional image-only methods. Our work studies this question through a carefully controlled comparison of two approaches in... Leakage and the Reproducibility Crisis in ML-based Science The use of machine learning (ML) methods for prediction and forecasting has become widespread across the quantitative sciences. However, there are many known methodological pitfalls, including data leakage, in ML-based science. In this paper, we systematically investigate reproducibility issues in... More featured content News Articles In India, Digital Snooping on Sanitation Workers When self-driving cars crash, who’s responsible? Courts and insurers need to know what’s inside the ‘black box’ Stay in the loop. Subscribe to our newsletter for a weekly update on the latest podcast, news, events, and jobs postings. E-mail Leave this field blank Engineers use artificial intelligence to capture the complexity of breaking waves A one-up on motion capture Artificial intelligence system learns concepts shared across video, audio, and text Unpacking black-box models A new state of the art for unsupervised computer vision An optimized solution for face recognition Fighting discrimination in mortgage lending Does this artificial intelligence think like a human? More news