Georgii Mikriukov

According to our database, Georgii Mikriukov authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

The Anatomy of Adversarial Attacks: Concept-based XAI Dissection.

Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus, Korinna Bade

CoRR, 2024

2023

GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

CoRR, 2023

Quantified Semantic Comparison of Convolutional Neural Networks.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

CoRR, 2023

Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

Proceedings of the Explainable Artificial Intelligence, 2023

2022

Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing.

Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir

CoRR, 2022

An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing.

Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing.

Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir

Proceedings of the IEEE International Conference on Acoustics, 2022