CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement

Contrastive language image pretraining (CLIP) is a standard method for training vision-language models. While CLIP is scalable, promptable, and robust to distribution shifts on image classification tasks, it lacks object localization capabilities. This paper studies the following question: Can we augment CLIP training with task-specific vision models from model zoos to improve its visual representations? …

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Transforming Veteran Outreach

VA & Palantir improve care enrollment for Veterans exposed to toxic burn pits Toxic burn pit exposures prompted the passage of the PACT Act in August 2022. Named in honor of Sergeant First Class Heath Robinson, the Promise to Address Comprehensive Toxics (PACT) Act ensures disability benefits and access to VA healthcare for millions of Veterans …