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Lennart Brocki
Lennart Brocki
University of Wroclaw, University of Warsaw
Verified email at uwr.edu.pl
Title
Cited by
Cited by
Year
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
992021
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
132019
κ-deformed BMS symmetry
A Borowiec, L Brocki, J Kowalski-Glikman, J Unger
Physics Letters B 790, 415-420, 2019
112019
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
92021
Evaluation of interpretability methods and perturbation artifacts in deep neural networks
L Brocki, NC Chung
arXiv preprint arXiv:2203.02928, 2022
62022
Quantum ergosphere and brick wall entropy
M Arzano, L Brocki, J Kowalski-Glikman, M Letizia, J Unger
Physics Letters B 797, 134887, 2019
42019
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
32023
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
22022
On symmetries and charges at spatial infinity
L Brocki, J Kowalski-Glikman
arXiv preprint arXiv:2109.06642, 2021
12021
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, ...
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