Konstantin Kobs
Konstantin Kobs
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Density-based weighting for imbalanced regression
M Steininger, K Kobs, P Davidson, A Krause, A Hotho
Machine Learning 110, 2187-2211, 2021
Emote-controlled: obtaining implicit viewer feedback through emote-based sentiment analysis on comments of popular twitch. tv channels
K Kobs, A Zehe, A Bernstetter, J Chibane, J Pfister, J Tritscher, A Hotho
ACM transactions on social computing 3 (2), 1-34, 2020
OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning
F Lautenschlager, M Becker, K Kobs, M Steininger, P Davidson, A Krause, ...
Atmospheric environment 233, 117535, 2020
Self-supervised multi-task pretraining improves image aesthetic assessment
J Pfister, K Kobs, A Hotho
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Anomaly detection in beehives using deep recurrent autoencoders
P Davidson, M Steininger, F Lautenschlager, K Kobs, A Krause, A Hotho
arXiv preprint arXiv:2003.04576, 2020
MapLUR: Exploring a new paradigm for estimating air pollution using deep learning on map images
M Steininger, K Kobs, A Zehe, F Lautenschlager, M Becker, A Hotho
ACM Transactions on Spatial Algorithms and Systems (TSAS) 6 (3), 1-24, 2020
NICER: Aesthetic image enhancement with humans in the loop
M Fischer, K Kobs, A Hotho
arXiv preprint arXiv:2012.01778, 2020
Do different deep metric learning losses lead to similar learned features?
K Kobs, M Steininger, A Dulny, A Hotho
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
Semi-Supervised Learning for Grain Size Distribution Interpolation
K Kobs, C Schäfer, M Steininger, A Krause, R Baumhauer, H Paeth, ...
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
Where to Submit? Helping Researchers to Choose the Right Venue
K Kobs, T Koopmann, A Zehe, D Fernes, P Krop, A Hotho
Findings of the Association for Computational Linguistics: EMNLP 2020, 878-883, 2020
Simloss: class similarities in cross entropy
K Kobs, M Steininger, A Zehe, F Lautenschlager, A Hotho
Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020 …, 2020
CLIP knows image aesthetics
S Hentschel, K Kobs, A Hotho
Frontiers in Artificial Intelligence 5, 2022
Towards Predicting the Subscription Status of Users
K Kobs, M Potthast, M Wiegmann, A Zehe, B Stein, A Hotho
Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for …, 2020
CoBERT: Scientific Collaboration Prediction via Sequential Recommendation
T Koopmann, K Kobs, K Herud, A Hotho
2021 International Conference on Data Mining Workshops (ICDMW), 45-54, 2021
Improving Sentiment Analysis with Biofeedback Data
D Schlör, A Zehe, K Kobs, B Veseli, F Westermeier, L Brübach, D Roth, ...
Proceedings of LREC2020 Workshop" People in language, vision and the mind …, 2020
Extensible Motion-based Identification of XR Users with Non-Specific Motion
C Schell, K Kobs, T Fernando, A Hotho, ME Latoschik
arXiv preprint arXiv:2302.07517, 2023
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images
K Kobs, M Steininger, A Hotho
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
On Background Bias in Deep Metric Learning
K Kobs, A Hotho
arXiv preprint arXiv:2210.01615, 2022
WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices
D Wangsadirdja, F Heinickel, S Trapp, A Zehe, K Kobs, A Hotho
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word-and Sentence Mover’s Distance
S Heil, K Kopp, A Zehe, K Kobs, A Hotho
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
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