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researcher

Michael Gira

2 papers hereh-index 3248 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.CO1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedLIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks

35 citations · 37 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.CO2023★ 2 cited

Super-Resolution Emulation of Large Cosmological Fields with a 3D Conditional Diffusion Model

Adam Rouhiainen, Michael Gira, Moritz Münchmeyer +2

High-resolution (HR) simulations in cosmology, in particular when including baryons, can take millions of CPU hours. On the other hand, low-resolution (LR) dark matter simulations…

cs.LG2022★ 35 cited

LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks

Tuan Dinh, Yuchen Zeng, Ruisu Zhang +6

Fine-tuning pretrained language models (LMs) without making any architectural changes has become a norm for learning various language downstream tasks. However, for non-language do…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.