Toward Optimal Probabilistic Active Learning Using a Bayesian Approach

2 June 2020

Papers citing "Toward Optimal Probabilistic Active Learning Using a Bayesian Approach"

5 / 5 papers shown

Title
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation Florian Heidecker A. El-khateeb Maarten Bieshaar Bernhard Sick 87 0 0 17 Apr 2024
Unraveling the Complexity of Splitting Sequential Data: Tackling Challenges in Video and Time Series Analysis Diego Botache Kristina Dingel Rico Huhnstock A. Ehresmann Bernhard Sick 45 1 0 26 Jul 2023
Space, Time, and Interaction: A Taxonomy of Corner Cases in Trajectory Datasets for Automated Driving Kevin Rösch Florian Heidecker Julian Truetsch K. Kowol Clemens Schicktanz Maarten Bieshaar Bernhard Sick Christoph Stiller 44 8 0 17 Oct 2022
Efficient Bayesian Updates for Deep Learning via Laplace Approximations Denis Huseljic M. Herde Lukas Rauch Paul Hahn Zhixin Huang D. Kottke S. Vogt Bernhard Sick BDL 69 0 0 12 Oct 2022
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification M. Herde Denis Huseljic Bernhard Sick A. Calma 89 25 0 23 Sep 2021