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 ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement Prior works on improving speech quality with visual input typically study each type of auditory distortion separately (e.g., separation, inpainting, video-to-speech) and present tailored algorithms. This paper proposes to unify these subjects and study Generalized Speech Enhancement, where the goal... Rethinking with Retrieval: Faithful Large Language Model Inference Despite the success of large language models (LLMs) in various natural language processing (NLP) tasks, the stored knowledge in these models may inevitably be incomplete, out-of-date, or incorrect. This motivates the need to utilize external knowledge to assist LLMs. Unfortunately, current methods... Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning We analyze the growth of dataset sizes used in machine learning for natural language processing and computer vision, and extrapolate these using two methods; using the historical growth rate and estimating the compute-optimal dataset size for future predicted compute budgets. We investigate the... More featured content News Articles What alchemy and astrology can teach artificial intelligence researchers Can robots ever have a true sense of self? Scientists are making progress 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 How machines teach us to be more innovative Feedback loops and echo chambers: How algorithms amplify viewpoints Using artificial intelligence to engineer materials’ properties 3Q: Machine learning and climate modeling Peering under the hood of fake-news detectors MIMIC Chest X-Ray database to provide researchers access to over 350,000 patient radiographs Engineers program marine robots to take calculated risks Putting neural networks under the microscope More news