Scholar
Pooya Khorrami
Google Scholar ID: qQMFzBgAAAAJ
MIT Lincoln Laboratory
Citations & Impact
Citations
1,115
H-index
9
i10-index
9
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - Published paper: 'Emergent Capability in Audio Deepfake Detection'
- - Published paper: 'Constrained Maximum Likelihood Gaussian Score Fusion for Multimodal Deepfake Detection'
- - Published paper: 'Parasite Networks: Transfer Learning in Resource-Constrained Domains'
- - Published paper: 'LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution'
- - Published paper: 'Meta-Learning and Self-Supervised Pretraining for Storm Event Imagery Translation'
- - Published paper: 'Quantifying Bias in a Face Verification System'
- - Published paper: 'Meta-Learning and Self-Supervised Pretraining for Real World Image Translation'
- - Published paper: 'Adapting deep learning models to new meteorological contexts using transfer learning'
- - Published paper: 'Instance segmentation of neuronal nuclei leveraging domain adaptation'
- - Published paper: 'Deep learning-based nuclei segmentation of cleared brain tissue'
- - Published paper: 'A New Data Corpus to Promote More Complete Autonomous Machine Learning Pipelines'
- - Published paper: 'Fast generation for convolutional autoregressive models'
- - Published paper: 'Fast wavenet generation algorithm'
- - Published paper: 'Multi-modal audio, video and physiological sensor learning for continuous emotion prediction'
Research Experience
- - Member of the technical staff in the Artificial Intelligence Technology and Systems group at MIT Lincoln Laboratory
- - Involved in multiple research projects, including audio deepfake detection, multimodal deepfake detection, and transfer learning in resource-constrained domains
Education
- - Ph.D., University of Illinois at Urbana Champaign, Advisor: Professor Thomas S. Huang, Image Formation and Processing (IFP) group
- - M.S. in Electrical and Computer Engineering, University of Illinois at Urbana Champaign, 2013
- - B.S. in Electrical and Computer Engineering, Carnegie Mellon University, 2011
Background
- Research interests include computer vision, machine learning, media authentication, transfer learning, and emotion recognition. Currently a member of the technical staff in the Artificial Intelligence Technology and Systems group at MIT Lincoln Laboratory.
Miscellany
- Personal links: Github, Google Scholar, LinkedIn, CV
Co-authors