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Georgii Mikriukov
Observed name:
Mikriukov, Georgii
Institution:
Leibniz Institute for Agricultural Engineering and Bioeconomy
Observed institutions:
Continental (Germany),
Anhalt University of Applied Sciences,
Leibniz Institute for Agricultural Engineering and Bioeconomy,
Technische Universität Berlin
ORCID:
0000-0002-2494-6285
Observed ORCID:
0000-0002-2494-6285
OpenAlex ID:
A5086750364
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing
2022
·
Georgii Mikriukov
, Mahdyar Ravanbakhsh
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
78
PDF
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing
2022
·
Mikriukov, Georgii
, Ravanbakhsh, Mahdyar
, et al.
·
arXiv (Cornell University)
·
31
PDF
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability
2023
·
Georgii Mikriukov
, Gesina Schwalbe
, et al.
·
Communications in computer and information science
·
17
PDF
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?
2025
·
Jae Hee Lee
, Georgii Mikriukov
, et al.
·
Lecture notes in computer science
·
9
PDF
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing
2022
·
Georgii Mikriukov
, Mahdyar Ravanbakhsh
, et al.
·
Proceedings - International Conference on Image Processing
·
9
PDF
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces
2025
·
Georgii Mikriukov
, Gesina Schwalbe
, et al.
·
International Journal of Computer Vision
·
7
Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs
2024
·
Georgii Mikriukov
, Gesina Schwalbe
, et al.
·
Communications in computer and information science
·
6
Locally Testing Model Detections for Semantic Global Concepts
2024
·
Franz Motzkus
, Georgii Mikriukov
, et al.
·
Communications in computer and information science
·
2
PDF
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-Based Comparison of Feature Spaces
2025
·
Georgii Mikriukov
, Gesina Schwalbe
, et al.
·
Communications in computer and information science
·
1
PDF
Explaining, Verifying and Aligning Semantic Hierarchies in Vision-Language Model Embeddings
2026
·
Gesina Schwalbe
, Mert Keser
, et al.
·
International Joint Conference on Artificial Intelligence
PDF
Uncertainty Gating for Cost-Aware Explainable Artificial Intelligence
2026
·
Mikriukov, Georgii
, Montavon, Grégoire
, et al.
·
arXiv (Cornell University)
PDF
Post-hoc Concept-based Explainable Artificial Intelligence Methods for Verification of Computer Vision Deep Neural Networks
2026
·
Mikriukov, Georgii
·
Digitalen Hochschulbibliothek Sachsen-Anhalt (Universitäts- und Landesbibliothek Sachsen-Anhalt)
Correction: Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces
2025
·
Georgii Mikriukov
, Gesina Schwalbe
, et al.
·
International Journal of Computer Vision
PDF
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Works count:
17
Citation count:
161
H-index:
6
I10-index:
3
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