Fields
Pick a domain and keep going deeper: field, subfield, topic. Every step lists the papers at that point or below it. The counts are papers that are accepted or in review; papers that were not accepted are in the full library.
Subfield
Astrophysics and cosmology ML (simulation-based inference, emulators, survey data)
Benchmarks: CAMELS Multifield Dataset, sbibm, Galaxy Zoo 2 morphology, PLAsTiCC and others. Datasets: Sloan Digital Sky Survey, Galaxy Zoo DECaLS, CAMELS Multifield maps, Quijote summary statistics. Baselines: Neural posterior estimation, CNN field-level inference, Scattering transform statistics, CosmoPower emulator and others.