In a new paper, David Rolnick and colleagues argue that problem-oriented AI research will help increase the long-term effectiveness of AI.
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Interests: applied deep learning, drug discovery, protein representation learning, graph neural nets (GNNs), medical imaging, few-shot learning, self-supervised learning, diffusion models for image generation, vision language models (VLMs), large language models (LLMs), novel view synthesis, 3D reconstruction, explainable AI.