Erik B. Sudderth

1. A Fusion Approach for Multi-Frame Optical Flow Estimation
   2018/10/23 by Zhile Ren, Orazio Gallo, Ren, Zhile +9 · 2 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
2. Joint Modeling of Multiple Related Time Series via the Beta Process
   2011/11/17 by Emily B. Fox, Fox, Emily B., Erik B. Sudderth +5 · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Methodology (stat.ME) #Time Series Analysis and Forecasting
3. Learning to be Smooth: An End-to-End Differentiable Particle Smoother
   2025/02/14 by A.T. Younis, Younis, Ali, Erik B. Sudderth +1 · 3 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Robotics (cs.RO)
4. Prediction-Constrained Training for Semi-Supervised Mixture and Topic\n Models
   2017/07/23 by Michael C. Hughes, Leah Weiner, Hughes, Michael C. +11 · 1 citation
   Computer Science · Social Sciences · #Topic Modeling #Machine Learning in Healthcare #Computational and Text Analysis Methods
5. VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference
   2024/11/28 by Sakshi Agarwal, Gabe Hoope, Agarwal, Sakshi +4 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
6. Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes
   2024/04/12 by A.T. Younis, Erik B. Sudderth, Younis, Ali +1 · 1 citation
   Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Seismic Waves and Analysis