Denis Huseljic
Universität Kassel
H-index: 6
Europe-Germany
Top articles of Denis Huseljic
Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification
arXiv preprint arXiv:2404.08981
2024/4/13
Who knows best? A Case Study on Intelligent Crowdworker Selection via Deep Learning
Int. Workshop on Interact. Adapt. Learn.@ Eur. Conf. Mach. Learn
2023/9/22
ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
2023/9/17
Matthias Aßenmacher
H-Index: 3
Denis Huseljic
H-Index: 2
Bernd Bischl
H-Index: 31
Bernhard Sick
H-Index: 22
Active Label Refinement for Semantic Segmentation of Satellite Images
arXiv preprint arXiv:2309.06159
2023/9/12
Multi-annotator Deep Learning: A Probabilistic Framework for Classification
arXiv preprint arXiv:2304.02539
2023/4/5
Role of Hyperparameters in Deep Active Learning
2023
Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets
2023
Fast Bayesian Updates for Deep Learning with a Use Case in Active Learning
arXiv preprint arXiv:2210.06112
2022/10/12
A Review of Uncertainty Calibration in Pretrained Object Detectors
2022/10/6
Enhancing Active Learning with Weak Supervision and Transfer Learning by Leveraging Information and Knowledge Sources.
2022
Denis Huseljic
H-Index: 2
Bernhard Sick
H-Index: 22
A survey on cost types, interaction schemes, and annotator performance models in selection algorithms for active learning in classification
IEEE Access
2021/12/14
Toward optimal probabilistic active learning using a Bayesian approach
Machine Learning
2021/6
Daniel Kottke
H-Index: 8
Marek Herde
H-Index: 2
Denis Huseljic
H-Index: 2
Georg Krempl
H-Index: 10
Bernhard Sick
H-Index: 22
Separation of aleatoric and epistemic uncertainty in deterministic deep neural networks
2021/1/10
Multi-annotator probabilistic active learning
2021/1/10
A Concept for Highly Automated Pre-Labeling via Cross-Domain Label Transfer for Perception in Autonomous Driving.
2021
Out-of-distribution detection and generation using soft brownian offset sampling and autoencoders
2021
