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cs.LG2024★ 1 cited
Toward Learning Latent-Variable Representations of Microstructures by Optimizing in Spatial Statistics Space
Sayed Sajad Hashemi, Michael Guerzhoy, Noah H. Paulson
In Materials Science, material development involves evaluating and optimizing the internal structures of the material, generically referred to as microstructures. Microstructures s…
cs.LG2024
Breaking Symmetry When Training Transformers
Chunsheng Zuo, Michael Guerzhoy
As we show in this paper, the prediction for output token of Transformer architectures without one of the mechanisms of positional encodings and causal attention is invariant…