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Kirill Bykov
Kirill Bykov
Verified email at campus.tu-berlin.de
Title
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Year
Explaining Bayesian Neural Networks
K Bykov, MMC Höhne, A Creosteanu, KR Müller, F Klauschen, ...
arXiv preprint arXiv:2108.10346, 2021
54*2021
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights
K Bykov, A Hedström, S Nakajima, MMC Höhne
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6132-6140, 2022
262022
DORA: Exploring Outlier Representations in Deep Neural Networks
K Bykov, M Deb, D Grinwald, KR Müller, MMC Höhne
Transactions on Machine Learning Research, 2023
132023
Visualizing the Diversity of Representations Learned by Bayesian Neural Networks
D Grinwald, K Bykov, S Nakajima, MMC Höhne
Transactions on Machine Learning Research, 2023
52023
Labeling Neural Representations with Inverse Recognition
K Bykov, L Kopf, S Nakajima, M Kloft, M Höhne
Advances in Neural Information Processing Systems 36, 2024
32024
Finding spurious correlations with function-semantic contrast analysis
K Bykov, L Kopf, MMC Höhne
World Conference on Explainable Artificial Intelligence, 549-572, 2023
22023
Mark My Words: Dangers of Watermarked Images in ImageNet
K Bykov, KR Müller, MMC Höhne
arXiv preprint arXiv:2303.05498, 2023
12023
Manipulating Feature Visualizations with Gradient Slingshots
D Bareeva, MMC Höhne, A Warnecke, L Pirch, KR Müller, K Rieck, ...
arXiv preprint arXiv:2401.06122, 2024
2024
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