Björn Barz
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Deep Learning on Small Datasets without Pre-Training using Cosine Loss
B Barz, J Denzler
The IEEE Winter Conference on Applications of Computer Vision, 1371-1380, 2020
Hierarchy-based image embeddings for semantic image retrieval
B Barz, J Denzler
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 638-647, 2019
Detecting regions of maximal divergence for spatio-temporal anomaly detection
B Barz, E Rodner, YG Garcia, J Denzler
IEEE transactions on pattern analysis and machine intelligence 41 (5), 1088-1101, 2018
Do we train on test data? Purging CIFAR of near-duplicates
B Barz, J Denzler
Journal of Imaging 6 (6), 41, 2020
Towards Automatic Identification of Elephants in the Wild
M Körschens, B Barz, J Denzler
Active Learning for Regression Tasks with Expected Model Output Changes
C Käding, E Rodner, A Freytag, O Mothes, B Barz, J Denzler
BMVC, 2018
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images
B Barz, K Schröter, M Münch, B Yang, A Unger, D Dransch, J Denzler
Archives of Data Science. Series A 5 (1), 2018
Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era
B Barz, J Denzler
International Conference on Pattern Recognition, 245-260, 2021
Tune It or Don’t Use It: Benchmarking Data-Efficient Image Classification
L Brigato, B Barz, L Iocchi, J Denzler
2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop, 2021
Information-theoretic active learning for content-based image retrieval
B Barz, C Käding, J Denzler
German Conference on Pattern Recognition, 650-666, 2018
Maximally divergent intervals for extreme weather event detection
B Barz, YG Garcia, E Rodner, J Denzler
OCEANS 2017-Aberdeen, 1-9, 2017
Maximally divergent intervals for anomaly detection
E Rodner, B Barz, Y Guanche, M Flach, MD Mahecha, P Bodesheim, ...
ICML 2016 Anomaly Detection Workshop, 2016
Image classification with small datasets: overview and benchmark
L Brigato, B Barz, L Iocchi, J Denzler
IEEE Access 10, 49233-49250, 2022
Deep Learning is not a Matter of Depth but of Good Training
B Barz, J Denzler
International Conference on Pattern Recognition and Artificial Intelligence …, 2018
Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features
F Schneider, B Barz, P Brandes, S Marshall, J Denzler
Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics …, 2021
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge
CA Brust, B Barz, J Denzler
2020 25th International Conference on Pattern Recognition (ICPR), 6866-6873, 2021
Finding Relevant Flood Images on Twitter Using Content-Based Filters
B Barz, K Schröter, AC Kra, J Denzler
International Conference on Pattern Recognition, 5-14, 2021
Fast Learning and Prediction for Object Detection using Whitened CNN Features
B Barz, E Rodner, C Käding, J Denzler
arXiv preprint arXiv:1704.02930, 2017
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
VT Trifunov, M Shadaydeh, B Barz, J Denzler
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge
B Barz, L Brigato, L Iocchi, J Denzler
arXiv preprint arXiv:2109.13561, 2021
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