Postels, Janis

1. SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
   2022/06/16 by Tao Sun, Sun, Tao, Mattia Segù +13 · 24 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
2. Implicit Neural Representations for Image Compression
   2021/12/08 by Strümpler, Yannick, Postels, Janis, Yang, Ren +2 · 16 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
3. On the Practicality of Deterministic Epistemic Uncertainty
   2021/07/01 by Postels, Janis, Segu, Mattia, Sun, Tao +4 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Variational Transformer Networks for Layout Generation
   2021/04/06 by Arroyo, Diego Martin, Postels, Janis, Tombari, Federico · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
   2019/08/01 by Postels, Janis, Ferroni, Francesco, Coskun, Huseyin +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)