Janis Postels

SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation

Tao Sun, Mattia Segù, Janis Postels et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 166 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Implicit Neural Representations for Image Compression

Yannick Strümpler, Janis Postels, Ren Yang et al. · arXiv (Cornell University) · 2021 · 17 citations · Full text

Quantifying Aleatoric and Epistemic Uncertainty Using Density Estimation in Latent Space.

Janis Postels, Hermann Blum, César Cadena et al. · arXiv (Cornell University) · 2020 · 14 citations · Full text

Cognitive Science, Engineering, Machine Learning +12

Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

Janis Postels, Francesco Ferroni, Huseyin Coskun et al. · 2019 · 13 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

The Hidden Uncertainty in a Neural Networks Activations

Janis Postels, Hermann Blum, Yannick Strümpler et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

Engineering, Machine Learning, Neural Network +17