Michael Cardei
Scholar

Michael Cardei

Google Scholar ID: EzQhcfwAAAAJ
University of Virginia
Generative AIDiffusion ModelsMachine Learning
Citations & Impact
All-time
Citations
35
 
H-index
3
 
i10-index
1
 
Publications
9
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • NeurIPS Scholar Award 2025
  • Paper 'Constrained Tabular Diffusion for Finance' accepted to ACM ICAIF 2025
  • Paper 'Constrained Discrete Diffusion' accepted to NeurIPS 2025
  • Paper 'ROADWork Dataset: Learning to Recognize, Observe, Analyze and Drive Through Work Zones' accepted to ICCV 2025
  • Paper 'Neuro-symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation' accepted to NeuS 2025 with oral presentation
  • Same paper awarded DARPA Disruptive Idea Award (Top 5 Conference Submission)
  • Paper 'Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion' accepted to NAACL 2025 with oral presentation
  • Full paper 'Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm' published in Journal of Healthcare Informatics Research
  • Awarded NSF GRFP Scholarship in 2025
Co-authors
0 total
Co-authors: 0 (list not available)