Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing G Mikriukov, M Ravanbakhsh, B Demir ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 90* | 2022 |
Applied data analysis in energy monitoring system A Kychkin, G Mikriukov Problemele energeticii regionale 31 (2), 84-92, 2016 | 31* | 2016 |
Evaluating the stability of semantic concept representations in CNNs for robust explainability G Mikriukov, G Schwalbe, C Hellert, K Bade World Conference on Explainable Artificial Intelligence, 499-524, 2023 | 11 | 2023 |
Metod obrabotki rezul'tatov monitoringa gruppy energopotrebitelei [Method of processing the results of monitoring the energy users group] AV Kychkin, GP Mikriukov Energobezopasnost'i energosberezhenie, 9-14, 2016 | 11 | 2016 |
An unsupervised cross-modal hashing method robust to noisy training image-text correspondences in remote sensing G Mikriukov, M Ravanbakhsh, B Demir 2022 IEEE International Conference on Image Processing (ICIP), 2556-2560, 2022 | 9 | 2022 |
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces G Mikriukov, G Schwalbe, C Hellert, K Bade arXiv preprint arXiv:2305.07663, 2023 | 4* | 2023 |
Local Concept Embeddings for Analysis of Concept Distributions in DNN Feature Spaces G Mikriukov, G Schwalbe, K Bade arXiv preprint arXiv:2311.14435, 2023 | 3* | 2023 |
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go? JH Lee, G Mikriukov, G Schwalbe, S Wermter, D Wolter arXiv preprint arXiv:2409.13456, 2024 | 2 | 2024 |
Locally Testing Model Detections for Semantic Global Concepts F Motzkus, G Mikriukov, C Hellert, U Schmid World Conference on Explainable Artificial Intelligence, 137-159, 2024 | 1 | 2024 |
Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs G Mikriukov, G Schwalbe, F Motzkus, K Bade World Conference on Explainable Artificial Intelligence, 92-116, 2024 | | 2024 |
Development of cross-platform buildings energy monitoring information system with object state classifier G Mikriukov Bibliothek, Hochschule Anhalt, 2017 | | 2017 |