Exploring the Open World Using Incremental Extreme Value Machines

Author:

Koch Tobias1,Liebezeit Felix1,Riess Christian2,Christlein Vincent2,Kohler Thomas1

Affiliation:

1. e.solutions GmbH,Erlangen,Germany

2. Friedrich-Alexander-Universität Erlangen-Nürnberg,Germany

Publisher

IEEE

Reference52 articles.

1. Incremental Learning of NCM Forests for Large-Scale Image Classification

2. Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

3. OpenGAN: Open-Set Recognition via Open Data Generation

4. Open Set Learning with Counterfactual Images;neal;Proceedings of the European Conference on Computer Vision (ECCV),2018

5. Generative OpenMax for Multi-Class Open Set Classification;zongyuan ge;Proceedings of the British Machine Vision Conference (BMVC),2017

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2. LORD: Leveraging Open-Set Recognition with Unknown Data;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

3. Classification of incunable glyphs and out-of-distribution detection with joint energy-based models;International Journal on Document Analysis and Recognition (IJDAR);2023-06-22

4. Open Set Recognition With Incremental Learning for SAR Target Classification;IEEE Transactions on Geoscience and Remote Sensing;2023

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