Willow Ventures

Unlocking geospatial insights with foundation models and cross-modal reasoning | Insights by Willow Ventures

Unlocking geospatial insights with foundation models and cross-modal reasoning | Insights by Willow Ventures

Unlocking the Future of Geospatial Insights with Google Earth AI Google has been at the forefront of utilizing AI to deepen our understanding of the planet. With advancements in AI modeling, Google products are more accurate and informative than ever, benefiting users worldwide. The Role of AI in Enhancing Google Products For years, Google has […]

Graph foundation models for relational data | Insights by Willow Ventures

Graph foundation models for relational data | Insights by Willow Ventures

Advancements in Machine Learning: Bridging Relational Databases with Graph Neural Networks Relational databases are the backbone of enterprise data management and are critical for many prediction services, including those used by Google and other daily applications. In this blog post, we will explore how the integration of graph neural networks (GNNs) is revolutionizing the handling […]

Liquid AI Released LFM2-Audio-1.5B: An End-to-End Audio Foundation Model with Sub-100 ms Response Latency | Insights by Willow Ventures

Liquid AI Released LFM2-Audio-1.5B: An End-to-End Audio Foundation Model with Sub-100 ms Response Latency | Insights by Willow Ventures

Liquid AI Unveils LFM2-Audio-1.5B: A Breakthrough in Audio-Language Models Liquid AI has recently launched LFM2-Audio-1.5B, an innovative audio-language foundation model designed to seamlessly understand and generate both speech and text. This model is tailored for low-latency, real-time applications on resource-constrained devices, further enhancing the LFM2 family by integrating audio capabilities while maintaining a compact footprint. […]

Enhancing the foundation of genomic research | Insights by Willow Ventures

Enhancing the foundation of genomic research | Insights by Willow Ventures

Unlocking the Secrets of the Genome: Introducing DeepPolisher Understanding heredity, disease, and evolution hinges on the intricacies of the genome, which is comprised of nucleotides—specifically, the bases A, T, G, and C. Accurately reading and assembling these sequences is pivotal, yet challenging due to their minuscule scale. The Challenge of Genome Sequencing DNA sequencers play […]

Time series foundation models can be few-shot learners | Insights by Willow Ventures

Time series foundation models can be few-shot learners | Insights by Willow Ventures

Redesigning the Model: Understanding TimesFM and In-Context Fine-Tuning As businesses increasingly rely on accurate data forecasting, models like TimesFM are revolutionizing how time series data is processed. This blog explores the innovative features of TimesFM and its enhanced version, TimesFM-ICF (In-Context Fine-tuning). What is TimesFM? TimesFM is a state-of-the-art decoder model that tokenizes 32 contiguous […]