Google Earth AI: Transforming Geospatial Insight Through Foundation Models and Cross-Modal Reasoning What if you could instantly identify the communities most at risk from hurricanes or pinpoint where disaster response resources should go? Google Earth AI is attempting to bring this vision to life by... cross-modal reasoning disaster response environmental forecasting foundation models geospatial AI population dynamics remote sensing
AI Foundation Models For Exploring the Depths: Ocean Research Despite covering the majority of our planet, Earth's oceans remain some of the least understood environments. Harsh conditions and logistical challenges have long limited our ability to monitor marine... AI models climate science foundation models marine ecosystems ocean research phytoplankton satellite data
How Foundation Models Are Transforming Scientific Discovery Foundation models such as large language models have made waves in language processing and computer vision, but their leap into scientific disciplines is both exciting and complex. Scientific fields d... data efficiency deep learning foundation models machine learning physical constraints scientific discovery time series forecasting uncertainty quantification
UniLM And The Big Convergence: Microsoft's Foundation Models Across Language, Vision, Speech, And Multimodal Some GitHub repositories feel like a lab in motion. microsoft/unilm is one of them - a sprawling portfolio of research code, models, and toolkits that document Microsoft Research's multi-year journey ... beit e5 foundation models kosmos layoutlm longnet microsoft retnet unilm wavlm
SciArena: Transforming How We Evaluate AI Models in Scientific Research Researchers face a growing challenge: staying current with the ever-expanding body of scientific literature. Foundation models offer promise in helping synthesize and analyze this vast information, bu... AI evaluation benchmarking crowdsourcing data quality foundation models leaderboard research tools scientific literature