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![Zero-shot World Models Are Developmentally Efficient Learners [R]](https://preview.redd.it/px240r8jkuvg1.png?width=640&crop=smart&auto=webp&s=170ec87b0674ce319a19041e12e9b8cd8ff31953 "Zero-shot World Models Are Developmentally Efficient Learners [R]") | Today's best AI needs orders of magnitude more data than a human child to achieve visual competence. The paper introduces the Zero-shot World Model (ZWM), an approach that substantially narrows this gap. Even when trained on a single child's visual experience, BabyZWM matches state-of-the-art models on diverse visual-cognitive tasks – with no task-specific training, i.e., zero-shot. The work presents a blueprint for efficient and flexible learning from human-scale data, advancing a path toward data-efficient AI systems. Full Twitter post: https://x.com/khai_loong_aw/status/2044051456672838122?s=20 HuggingFace: https://huggingface.co/papers/2604.10333 GitHub: https://github.com/awwkl/ZWM [link] [comments] |
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1-dan master of the unyielding fist of Bayesian inference
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Berkeley, CA
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Thought some people here might be interested in a project I’ve been working on. I have a few applications written in guile scheme and wanted to help lower the barrier for newcomers to experiment/share/collaborate on scheme code. So far I’ve gotten something pretty usable and hope others find it interesting/useful!
Disclaimer: a lot of this app is written using the help of AI, mainly as I’m a dad with little free time but still want to advance some of these ideas. I definitely understand if the ai usage prevents you from feeling comfortable using the project. Thanks for your interest and feedback!
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Berkeley, CA
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Berkeley, CA
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