Blog
Summer 2022 Salesforce Research Roundup
As we say a fond farewell to summer (bummer!), let’s look back and review some of the stellar work reported on by Salesforce AI researchers during the past few months. (For more details,…
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Meet LAVIS: A One-stop Library for Language-Vision AI Research and Applications
TL;DR: LAVIS (short for LAnguage-VISion) is an open-source deep learning library for language-vision research and applications, offering comprehensive support for a wide range of tasks, datasets, and state-of-the-art models. Featuring a unified interface…
Blog
ETSformer: Exponential Smoothing Transformers for Time-Series Forecasting
TL;DR: We developed a new time-series forecasting model called ETSformer that leverages the power of two frameworks. By combining the classical intuition of seasonal-trend decomposition and exponential smoothing with modern transformers – as…
Blog
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels: Towards a Universal Object Detector
AUTHORS: Chen Xing, Mingfei Gao, Donald Rose TL;DR: Most AI object detection methods work only on limited object categories, due to the human effort required for bounding-box annotations of training data. We developed…
Blog
AI for Global Climate Cooperation: Salesforce Research and Mila Announce Climate Change Collaboration and Competition
TL;DR: Salesforce Research and Mila announce AI for Global Climate Cooperation, a working group collaboration and competition to design negotiation protocols and climate agreements. We plan to coauthor a peer-reviewed scientific paper with…
