Ali Siahkoohi

1. Self-Consuming Generative Models Go MAD
   2023/07/04 by Sina Alemohammad, Josue Casco-Rodriguez, Alemohammad, Sina +13 · 20 voices · 64 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
2. Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows
   2020/07/15 by Ali Siahkoohi, Siahkoohi, Ali, Gabrio Rizzuti +5 · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
3. Boomerang: Local sampling on image manifolds using diffusion models
   2022/10/21 by Lorenzo Luzi, P. Mayer, Luzi, Lorenzo +7 · 3 citations
   Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
4. Ultra-Low-Bitrate Speech Coding with Pretrained Transformers
   2022/07/05 by Ali Siahkoohi, Siahkoohi, Ali, Michael Chinen +7 · 2 citations
   Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Geophysical Methods and Applications #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
5. Deep Bayesian inference for seismic imaging with tasks
   2021/10/10 by Ali Siahkoohi, Gabrio Rizzuti, Siahkoohi, Ali +3 · 1 citation
   Computer Science · Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques
6. Reliable amortized variational inference with physics-based latent distribution correction
   2022/07/24 by Ali Siahkoohi, Siahkoohi, Ali, Gabrio Rizzuti +5 · 1 citation
   Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Hydraulic Fracturing and Reservoir Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques
7. Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification
   2023/03/06 by Rafael Orozco, Orozco, Rafael, Mathias Louboutin +9 · 1 citation
   Engineering · Medicine · #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
8. Learned imaging with constraints and uncertainty quantification
   2019/09/13 by Felix J. Herrmann, Herrmann, Felix J., Ali Siahkoohi +3 · 3 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Seismic Imaging and Inversion Techniques #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
9. ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems
   2024/05/08 by Rafael Orozco, Ali Siahkoohi, Orozco, Rafael +5 · 1 citation
   Computer Science · #Gaussian Processes and Bayesian Inference #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques
10. Prior laundering: learned priors with inherited, undetectable overconfidence
    2026/07/23 by Ali Siahkoohi, Sina Alemohammad
    Computer Science · Mathematics · #cs.LG #stat.ML