Yair, Omer

1. Uncertainty Quantification via Neural Posterior Principal Components
   2023/09/27 by Elias Nehme, Omer Yair, Nehme, Elias +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
2. Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo
   2015/07/22 by Amit Adam, Christoph Dann, Adam, Amit +7 · 1 citation
   Computer Science · Environmental Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Remote Sensing and LiDAR Applications
3. Contrastive Divergence Learning is a Time Reversal Adversarial Game
   2020/12/06 by Omer Yair, Tomer Michaeli, Yair, Omer +1 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Mechanics and Entropy
4. Uncertainty Visualization via Low-Dimensional Posterior Projections
   2023/12/12 by Omer Yair, Yair, Omer, Elias Nehme +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference