Georgii Mikriukov

22 papers B 1Misc 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings.
CoRR
Gesina Schwalbe, Mert Keser, Moritz Bayerkuhnlein, Edgar Heinert, Annika Mütze, Marvin Keller, Sparsh Tiwari, Georgii Mikriukov, Diedrich Wolter, Jae Hee Lee, Matthias Rottmann
2026 J jnl
Uncertainty Gating for Cost-Aware Explainable Artificial Intelligence.
CoRR
Georgii Mikriukov, Grégoire Montavon, Marina M.-C. Höhne
2025 J jnl
Correction: Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces.
Int. J. Comput. Vis.
Georgii Mikriukov, Gesina Schwalbe, Korinna Bade
2025 J jnl
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces.
Int. J. Comput. Vis.
Georgii Mikriukov, Gesina Schwalbe, Korinna Bade
2025 — conf
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs.
xAI (4)
Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert, Stavros Gerolymatos, Mert Keser, Alois Knoll, Matthias Rottmann, Annika Mütze
2025 J jnl
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs.
CoRR
Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert, Stavros Gerolymatos, Mert Keser, Alois Knoll, Matthias Rottmann, Annika Mütze
2024 — conf
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?
ECCV Workshops (21)
Jae Hee Lee, Georgii Mikriukov, Gesina Schwalbe, Stefan Wermter, Diedrich Wolter
2024 J jnl
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?
CoRR
Jae Hee Lee, Georgii Mikriukov, Gesina Schwalbe, Stefan Wermter, Diedrich Wolter
2024 — conf
Locally Testing Model Detections for Semantic Global Concepts.
xAI (1)
Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid
2024 J jnl
Locally Testing Model Detections for Semantic Global Concepts.
CoRR
Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid
2024 J jnl
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus, Korinna Bade
2024 — conf
Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs.
xAI (1)
Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus, Korinna Bade
2023 — conf
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability.
xAI (2)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 J jnl
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 J jnl
GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 J jnl
Quantified Semantic Comparison of Convolutional Neural Networks.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 — conf
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-Based Comparison of Feature Spaces.
PKDD/ECML Workshops (1)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2022 B conf
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing.
ICIP
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
2022 J jnl
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing.
CoRR
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
2022 J jnl
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing.
CoRR
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
2022 Misc conf
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing.
ICASSP
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
2022 J jnl
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing.
CoRR
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir