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TheCausal-NeuralConnection: Expressiveness, Learnability,and Inference
Neural Information Processing Systems
In this paper, we show this is not the case by disentangling the notions of expressivity and learnability.
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Graph Denoising Diffusion for Inverse Protein Folding
Neural Information Processing Systems
Moreover, we utilize amino acid replacement matrices for the diffusion forward process, encoding the biologically meaningful prior knowledge of amino acids from their spatial and sequential neighbors as well as themselves, which reduces the sampling space of the generative process.
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