Samuel S. Sohn
- MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction
2022/01/18 by Mihee Lee, Lee, Mihee, Samuel S. Sohn +9 · 5 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
- MSI: Maximize Support-Set Information for Few-Shot Segmentation
2022/12/09 by Seonghyeon Moon, Moon, Seonghyeon, Samuel S. Sohn +11 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
2021/12/22 by Honglu Zhou, Advith Chegu, Zhou, Honglu +9 · 2 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG)
- HM: Hybrid Masking for Few-Shot Segmentation
2022/03/24 by Seonghyeon Moon, Samuel S. Sohn, Moon, Seonghyeon +11 · 2 citations
Computer Science · #68T45 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences