Saifuddin Syed

1. A Unified Framework for U-Net Design and Analysis
   2023/05/31 by Christopher B. Williams, Williams, Christopher, Fabian Falck +9 · 4 citations
   Computer Science · #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) #Neural Networks and Applications #electronic engineering #information engineering
2. Local Exchangeability
   2019/06/22 by Trevor Campbell, Campbell, Trevor, Saifuddin Syed +7 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
3. Parallel Tempering With a Variational Reference
   2022/05/31 by Nikola Surjanovic, Surjanovic, Nikola, Saifuddin Syed +5 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods
4. Score-Optimal Diffusion Schedules
   2024/12/10 by Christopher Williams, Andrew Campbell, Williams, Christopher +5 · 2 voices · 3 citations
   #stat.ML #cs.LG
5. Accelerated Parallel Tempering via Neural Transports
   2025/02/14 by Leo Yu Zhang, Peter Potaptchik, Zhang, Leo +10 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Algorithms and Data Compression #DNA and Biological Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Modular Robots and Swarm Intelligence