Christoph Käding

Orcid: 0000-0001-6655-7766

According to our database1, Christoph Käding authored at least 14 papers between 2012 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2020
Human-in-the-loop: lifelong learning for shallow and deep models / von M.Sc. Christoph Käding.
PhD thesis, 2020

Active and Incremental Learning with Weak Supervision.
Künstliche Intell., 2020

2019
Active Learning for Deep Object Detection.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018
Information-Theoretic Active Learning for Content-Based Image Retrieval.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

Active Learning for Regression Tasks with Expected Model Output Changes.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Fast Learning and Prediction for Object Detection using Whitened CNN Features.
CoRR, 2017

Towards Automated Visual Monitoring of Individual Gorillas in the Wild.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

2016
Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes.
CoRR, 2016

Watch, Ask, Learn, and Improve: a lifelong learning cycle for visual recognition.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Large-Scale Active Learning with Approximations of Expected Model Output Changes.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Active learning and discovery of object categories in the presence of unnameable instances.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2012
Universal eye-tracking based text cursor warping.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012


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