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ORCIDGeorgii Mikriukov
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2020 – today
- 2024
[c5]Georgii Mikriukov
, Gesina Schwalbe, Franz Motzkus, Korinna Bade:
Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs. xAI (1) 2024: 92-116- [c4]Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid:
Locally Testing Model Detections for Semantic Global Concepts. xAI (1) 2024: 137-159 - [i9]Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus, Korinna Bade:
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection. CoRR abs/2403.16782 (2024) - [i8]Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid:
Locally Testing Model Detections for Semantic Global Concepts. CoRR abs/2405.17523 (2024) - [i7]Jae Hee Lee, Georgii Mikriukov, Gesina Schwalbe, Stefan Wermter, Diedrich Wolter:
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go? CoRR abs/2409.13456 (2024) - 2023
- [c3]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. xAI (2) 2023: 499-524 - [i6]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. CoRR abs/2304.14864 (2023) - [i5]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
Quantified Semantic Comparison of Convolutional Neural Networks. CoRR abs/2305.07663 (2023) - [i4]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces. CoRR abs/2311.14435 (2023) - 2022
- [c2]Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir:
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing. ICASSP 2022: 4463-4467 - [c1]Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir:
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing. ICIP 2022: 2556-2560 - [i3]Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir:
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing. CoRR abs/2201.08125 (2022) - [i2]Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir:
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing. CoRR abs/2202.13117 (2022) - [i1]Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir:
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing. CoRR abs/2204.08707 (2022)
Coauthor Index
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