Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing. - Georgii Mikriukov; Mahdyar Ravanbakhsh; Begüm Demir (ICASSP, 2022)

An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing. - Georgii Mikriukov; Mahdyar Ravanbakhsh; Begüm Demir (ICIP, 2022)

Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing. - Georgii Mikriukov; Mahdyar Ravanbakhsh; Begüm Demir (CoRR, 2022)

Revealing Similar Semantics Inside CNNs: An Interpretable Concept-Based Comparison of Feature Spaces. - Georgii Mikriukov; Gesina Schwalbe; Christian Hellert; Korinna Bade (PKDD/ECML Workshops (1), 2023)

Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. - Georgii Mikriukov; Gesina Schwalbe; Christian Hellert; Korinna Bade (xAI (2), 2023)

Quantified Semantic Comparison of Convolutional Neural Networks. - Georgii Mikriukov; Gesina Schwalbe; Christian Hellert; Korinna Bade (CoRR, 2023)

GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces. - Georgii Mikriukov; Gesina Schwalbe; Christian Hellert; Korinna Bade (CoRR, 2023)

Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go? - Jae Hee Lee 001; Georgii Mikriukov; Gesina Schwalbe; Stefan Wermter; Diedrich Wolter (ECCV Workshops (21), 2024)

Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs. - Georgii Mikriukov; Gesina Schwalbe; Franz Motzkus; Korinna Bade (xAI (1), 2024)

Locally Testing Model Detections for Semantic Global Concepts. - Franz Motzkus; Georgii Mikriukov; Christian Hellert; Ute Schmid (xAI (1), 2024)

The Anatomy of Adversarial Attacks: Concept-based XAI Dissection. - Georgii Mikriukov; Gesina Schwalbe; Franz Motzkus; Korinna Bade (CoRR, 2024)

On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs. - Gesina Schwalbe; Georgii Mikriukov; Edgar Heinert; Stavros Gerolymatos; Mert Keser; Alois Knoll; Matthias Rottmann; Annika Mütze (CoRR, 2025)

Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces. - Georgii Mikriukov; Gesina Schwalbe; Korinna Bade (Int. J. Comput. Vis., 2025)