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Papers matching “annotation cost reduction” 10

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Reducing the Annotation Effort for Video Object Segmentation Datasets
2021 conference-paper Computer Science Visual Attention and Saliency Detection Open access cited by 1 patent

Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe

21

citations
Point-VOS: Pointing Up Video Object Segmentation
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) conference-paper Computer Science Advanced Neural Network Applications

Sabarinath Mahadevan, Idil Esen Zulfikar, Paul Voigtlaender, Bastian Leibe

3

citations
Is Active Learning Green? An Empirical Study
2023 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Shirin Salehi, Anke Schmeink

3

citations
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis
2026 IEEE Journal of Selected Topics in Signal Processing article Computer Science Machine Learning and Algorithms Open access

Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
2022 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Nikita Durasov, Nik Dorndorf, Pascal Fua

2

citations
Active Learning with Alternating Acquisition Functions: Balancing the Exploration-Exploitation Dilemma
2024 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Cédric Jung, Shirin Salehi, Anke Schmeink

1

citations
3D bridge segmentation using semi-supervised domain adaptation
2025 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Maximilian Kellner, Timothy König, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Alexander Reiterer

11

citations
Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation
2022 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) conference-paper Computer Science Digital Imaging for Blood Diseases

Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof

2

citations
ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP
2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms Open access

Philipp Kohl, Nils Freyer, Yoka Krämer, Henri Werth, Steffen Wolf, Bodo Kraft, +2 more

1

citations
Generative AI-enhanced road distress identification and quantification under data-scarce and complex environmental conditions
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Infrastructure Maintenance and Monitoring Open access

0

citations

10 results