Transformer Neural Processes (TE-TNP / Gridded TNP)

The neural-process method line feeding Cambridge's weather models (Aardvark, Otter): translation-equivariant transformer neural processes (ICML 2024) and gridded TNPs scaling to large unstructured spatio-temporal observations (ICML 2025). Cambridge (Ashman, Diaconu, Turner); repos cambridge-mlg/tetnp and gridded-tnp.