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Georgia Tech Research Institute

2 papers here
fields
  • cs.LG1
  • physics.optics1
ROR 04qfrh333OpenAlex

affiliations via OpenAlex

researchers with a paper here
  • Jason Zutty2 · h 2
  • Aaron W. McDaniel1 · h 1
  • Adrish Kar1 · h 2
  • Advay Balakrishnan1 · h 0
  • James A. Rick1 · h 0
  • Joseph Greene1 · h 5
  • Megan Birch1 · h 3
  • Pranav Somu1 · h 0
  • S. Kravtsov1 · h 0
collaborating institutions
  • Georgia Institute of TechnologyUS2 papers

2 papers

cs.LG2026

Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search

Pranav Somu, Advay Balakrishnan, Stepan Kravtsov +2

Developing effective surrogates (performance predictors) for Neural Architecture Search (NAS) typically requires expensive fine-tuning or the engineering of complex representations…

physics.optics2026

Frequency-domain Event-based Imaging for Selective Surveillance

Megan Birch, James Rick, Adrish Kar +2

Event-based cameras (EBCs) are an attractive sensing modality for surveillance due to their reporting of pixel-level radiance changes with microsecond resolution and high dynamic r…

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