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Lukas Rauch
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Pair Wise Constraints
Active Learning
Selection Strategies
Cluster Ensemble
Top Venues
CoRR
IAL@PKDD/ECML
ECML/PKDD (1)
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Publications
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Jens Decke
,
Christian Gruhl
,
Lukas Rauch
,
Bernhard Sick
DADO - Low-Cost Selection Strategies for Deep Active Design Optimization.
CoRR
(2023)
Lukas Rauch
,
Matthias Aßenmacher
,
Denis Huseljic
,
Moritz Wirth
,
Bernd Bischl
,
Bernhard Sick
ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.
CoRR
(2023)
Lukas Rauch
,
Raphael Schwinger
,
Moritz Wirth
,
Bernhard Sick
,
Sven Tomforde
,
Christoph Scholz
Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers.
CoRR
(2023)
Lukas Rauch
,
Matthias Aßenmacher
,
Denis Huseljic
,
Moritz Wirth
,
Bernd Bischl
,
Bernhard Sick
ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.
ECML/PKDD (1)
(2023)
Matthias Aßenmacher
,
Lukas Rauch
,
Jann Goschenhofer
,
Andreas Stephan
,
Bernd Bischl
,
Benjamin Roth
,
Bernhard Sick
Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering.
IAL@PKDD/ECML
(2023)
Lukas Rauch
,
Denis Huseljic
,
Bernhard Sick
Enhancing Active Learning with Weak Supervision and Transfer Learning by Leveraging Information and Knowledge Sources.
IAL@PKDD/ECML
(2022)