Amir Tavanaei
Scholar

Amir Tavanaei

Google Scholar ID: Cr7zv2QAAAAJ
Microsoft, Amazon
Machine LearningAINN and Deep Learning
Citations & Impact
All-time
Citations
2,485
 
H-index
14
 
i10-index
17
 
Publications
20
 
Co-authors
16
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Published 43 papers with 2,560 citations and 23,305 reads
  • Recent notable works include: 'Adjoint sharding for very long context training of state space models' (Dec 2024)
  • 'Structured Object Language Modeling (SoLM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising' (Nov 2024 preprint; Jan 2024 conference paper)
  • 'Confidence-Aware Sub-Structure Beam Search (CABS): Mitigating Hallucination in Structured Data Generation with Large Language Models' (May 2024)
  • 'DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D Modeling' (May 2023)