Siahkoohi, Ali

1. Self-Consuming Generative Models Go MAD
   2023/07/04 by Sina Alemohammad, Josue Casco-Rodriguez, Alemohammad, Sina +13 · 20 voices · 45 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
2. Conditional score-based diffusion models for Bayesian inference in infinite dimensions
   2023/05/28 by Baldassari, Lorenzo, Siahkoohi, Ali, Garnier, Josselin +2 · 5 citations
   #60Hxx #60Jxx #62F15 #65N21 #68Q32 #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
3. Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows
   2020/07/15 by Siahkoohi, Ali, Rizzuti, Gabrio, Witte, Philipp A. +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. 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
5. Ultra-Low-Bitrate Speech Coding with Pretrained Transformers
   2022/07/05 by Ali Siahkoohi, Siahkoohi, Ali, Michael Chinen +7 · 1 citation
   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
6. Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification
   2023/03/06 by Orozco, Rafael, Louboutin, Mathias, Siahkoohi, Ali +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
7. 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