Let's Reflect We're not bringing you an episode this week. We're taking some time to think about the systems we take part in and how those perpetuate anti black racism and the effects of that on the work in this field. We'd like to bring you meaningful conversations around those systems and how we... See More Episodes arXiv Whitepapers Reconstructing rock art chronology with transfer learning: A case study from Arnhem Land, Australia In recent years, machine learning approaches have been used to classify and extract style from media and have been used to reinforce known chronologies from classical art history. In this work we employ the first ever machine learning analysis of Australian rock art using a data efficient transfer... 3DeeCellTracker, a deep learning-based pipeline for segmenting and tracking cells in 3D time lapse images Despite recent improvements in microscope technologies, segmenting and tracking cells in three-dimensional time-lapse images (3D + T images) to extract their dynamic positions and activities remains a considerable bottleneck in the field. We developed a deep learning-based software pipeline... Beyond Categorical Label Representations for Image Classification We find that the way we choose to represent data labels can have a profound effect on the quality of trained models. For example, training an image classifier to regress audio labels rather than traditional categorical probabilities produces a more reliable classification. This result is surprising... More featured content News Articles Artificial intelligence and algorithmic irresponsibility: the devil in the machine? Using artificial intelligence to generate 3D holograms in real-time 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 Algorithm helps artificial intelligence systems dodge “adversarial” inputs Explaining the Explainable AI: A 2-Stage Approach How Automation Is Improving the Role of Data Scientists Mastering Time Series Analysis with Help From the Experts A language learning system that pays attention — more efficiently than ever before Annotated Machine Learning Research Papers Machine-learning model helps determine protein structures AI can now learn to manipulate human behaviour More news