selected publications

• academic article

  • Neural Architecture Search for Dense Prediction Tasks in Computer Vision.  International Journal of Computer Vision.  131:1784-1807. 2023
  • NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search 2021

• blog posting

  • Neural Ensemble Search for Uncertainty Estimation and Dataset Shift 2020
  • NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search.  arXiv (Cornell University). 2020

• conference paper

  • How Powerful are Performance Predictors in Neural Architecture Search.  Neural Information Processing Systems. 2021
  • NAS-BENCH-1SHOT1: BENCHMARKING AND DISSECTING ONE-SHOT NEURAL ARCHITECTURE SEARCH.  International Conference on Learning Representations. 2020