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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
1262021
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
202019
κ-deformed BMS symmetry
A Borowiec, L Brocki, J Kowalski-Glikman, J Unger
Physics Letters B 790, 415-420, 2019
142019
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
122021
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
112023
Challenges of large language models for mental health counseling
NC Chung, G Dyer, L Brocki
arXiv preprint arXiv:2311.13857, 2023
102023
Evaluation of interpretability methods and perturbation artifacts in deep neural networks
L Brocki, NC Chung
arXiv preprint arXiv:2203.02928, 2022
72022
Feature perturbation augmentation for reliable evaluation of importance estimators in neural networks
L Brocki, NC Chung
Pattern Recognition Letters 176, 131-139, 2023
42023
Quantum ergosphere and brick wall entropy
M Arzano, L Brocki, J Kowalski-Glikman, M Letizia, J Unger
Physics Letters B 797, 134887, 2019
42019
Fidelity of interpretability methods and perturbation artifacts in neural networks
L Brocki, NC Chung
arXiv preprint arXiv:2203.02928, 2022
32022
On symmetries and charges at spatial infinity
L Brocki, J Kowalski-Glikman
arXiv preprint arXiv:2109.06642, 2021
32021
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
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
2*2021
False Sense of Security in Explainable Artificial Intelligence (XAI)
NC Chung, H Chung, H Lee, H Chung, L Brocki, G Dyer
arXiv preprint arXiv:2405.03820, 2024
12024
Class-Discriminative Attention Maps for Vision Transformers
L Brocki, NC Chung
arXiv preprint arXiv:2312.02364, 2023
12023
Interactive web application for Explainable DNN-based AI models in oncology
V Paneta, L Brocki, V Eleftheriadis, P Papadimitroulas, NC Chung
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
12023
Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models
L Brocki, NC Chung
Cancers 15 (9), 2459, 2023
12023
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
ICLR 2023 Workshop on Pitfalls of limited data and computation for …, 2023
2023
ASPECTS OF BMS SYMMETRY
L BROCKI
INSTITUTE FOR THEORETICAL PHYSICS, 2021
2021
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