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https://ellis.eu/publication/2026-are-object-centric-representations-better-at-compositional-generalizat Are Object-Centric Representations Better At Compositional Generalization? | European Laboratory... 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Dec 12, 2024 - The paper introduces a new method called multicalibration, which helps improve predictions for data that comes from different sources or has changed over time.... out of bridging distribution generalization beyond https://www.alignmentforum.org/s/v55BhXbpJuaExkpcD/p/GNhMPAWcfBCASy8e6 A central AI alignment problem: capabilities generalization, and the sharp left turn — AI Alignment... Nate Soares argues that one of the core problems with AI alignment is that an AI system's capabilities will likely generalize to new domains much fas… ai alignment the sharp left turn central problem https://vuno.co/en/publication/view/1004?bcat_id=medical_image Leveraging the Generalization Ability of Deep Convolutional Neural Networks for Improving... Abstract Deep learning demands a large amount of annotated data, and the annotation task is often crowdsourced for economic efficiency. 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