Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization P Papadimitroulas, L Brocki, NC Chung, W Marchadour, F Vermet, ... Physica Medica 83, 108-121, 2021 | 99 | 2021 |
Concept saliency maps to visualize relevant features in deep generative models L Brocki, NC Chung 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 13 | 2019 |
κ-deformed BMS symmetry A Borowiec, L Brocki, J Kowalski-Glikman, J Unger Physics Letters B 790, 415-420, 2019 | 11 | 2019 |
BMS algebras in 4 and 3 dimensions, their quantum deformations and duals A Borowiec, L Brocki, J Kowalski-Glikman, J Unger Journal of High Energy Physics 2021 (2), 1-31, 2021 | 9 | 2021 |
Evaluation of interpretability methods and perturbation artifacts in deep neural networks L Brocki, NC Chung arXiv preprint arXiv:2203.02928, 2022 | 6 | 2022 |
Quantum ergosphere and brick wall entropy M Arzano, L Brocki, J Kowalski-Glikman, M Letizia, J Unger Physics Letters B 797, 134887, 2019 | 4 | 2019 |
Deep learning mental health dialogue system L Brocki, GC Dyer, A Gładka, NC Chung 2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023 | 3 | 2023 |
Input Bias in Rectified Gradients and Modified Saliency Maps L Brocki, NC Chung 2021 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2021 | 3* | 2021 |
Evaluation of importance estimators in deep learning classifiers for Computed Tomography L Brocki, W Marchadour, J Maison, B Badic, P Papadimitroulas, M Hatt, ... International Workshop on Explainable, Transparent Autonomous Agents and …, 2022 | 2 | 2022 |
On symmetries and charges at spatial infinity L Brocki, J Kowalski-Glikman arXiv preprint arXiv:2109.06642, 2021 | 1 | 2021 |
Challenges of Large Language Models for Mental Health Counseling NC Chung, G Dyer, L Brocki arXiv preprint arXiv:2311.13857, 2023 | | 2023 |
Feature perturbation augmentation for reliable evaluation of importance estimators in neural networks L Brocki, NC Chung Pattern Recognition Letters, 2023 | | 2023 |
Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models L Brocki, NC Chung Cancers 15 (9), 2459, 2023 | | 2023 |
Quantum Ergosphere and Brick Wall Entropy L Brocki, M Arzano, J Kowalski-Glikman, M Letizia, J Unger Einstein Equations: Local Energy, Self-Force, and Fields in General …, 2023 | | 2023 |
Feature Perturbation Augmentation for Reliable Evaluation of Importance Estimators L Brocki, NC Chung arXiv preprint arXiv:2303.01538, 2023 | | 2023 |
Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks L Brocki, NC Chung | | 2023 |
ASPECTS OF BMS SYMMETRY L BROCKI INSTITUTE FOR THEORETICAL PHYSICS, 2021 | | 2021 |
2021 IEEE International Conference on Big Data and Smart Computing (BigComp)| 978-1-7281-8924-6/20/$31.00© 2021 IEEE| DOI: 10.1109/BigComp51126. 2021.00085 N Abbak, AB Abdallah, J Afshar, R Ahn, P Akkapusit, AA Aktas, ... | | |
Choi, Sungmin 105 Choi, Won Ha 9 Chon, Kang-Wook 77 Chon, Sangil 140, 312 M Abdelrazek, J Ahn, S Ahn, MGR Alam, Y Alshehhi, Y Amannejad, ... | | |