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Research & Innovation
Video Point Tracking (2 minute read)
LocoTrack is an advanced model for tracking any point across video sequences. It uses local 4D correlation and bidirectional correspondence for precise tracking. LocoTrack operates nearly six times faster than current leading models.
Improved Test-Time Adaptation (24 minute read)
STAble Memory rePlay (STAMP) is a method that addresses distribution shifts between training and test data using only unlabeled test data. Unlike existing methods, STAMP excels in both recognizing known classes and rejecting outliers during inference.
AI predicts droughts a year in advance (3 minute read)
Skoltech and Sber researchers have developed AI models that can predict droughts several months to a year in advance, improving risk management for agriculture, insurance, and finance sectors. The models, tested across various climates, utilize spatiotemporal neural networks and publicly available data. Russia's largest bank plans to integrate these findings into its risk assessment systems.
AI Development Kits: Tenstorrent Update (5 minute read)
Tenstorrent has launched affordable AI development hardware, including the Wormhole n150 and n300 PCIe cards, priced at $999 and $1,399, as well as developer workstations, the air-cooled TT-LoudBox for $12,000 and water-cooled TT-QuietBox for $15,000, both designed to aid AI development with a focus on connectivity and scaled-out performance.
Gumloop seed round (3 minute read)
Gumloop raised a $3.1M Seed round led by First Round Capital with participation from YC and co-founders at Instacart, Dropbox, and Airtable. Gumloop is a no-code AI automation platform that lets any employee within a business build their own AI tooling and have as much impact as an engineer.