2 papers
cs.LG2026
LLM-Guided Neural Architecture Search for Robust Co-Design of Physical Neural Networks
Tyler King, Timothee Leleu
Deploying neural networks on unconventional hardware demands architectures that co-optimize task accuracy and platform-specific constraints such as energy cost, physical non-ideali…
eess.IV2026
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
Cassandra Tong Ye, Shamus Li, Tyler King +1
While deep learning offers tremendous promise for scientific and medical imaging, any failures and hallucinations (predictions that do not coincide with reality) are hard to pinpoi…