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Publication search results
found 16 matches
- 2024
- Neo Christopher Chung, Hongkyou Chung, Hearim Lee, Hongbeom Chung, Lennart Brocki, George C. Dyer:
False Sense of Security in Explainable Artificial Intelligence (XAI). CoRR abs/2405.03820 (2024) - 2023
- Lennart Brocki
, Neo Christopher Chung
:
Feature perturbation augmentation for reliable evaluation of importance estimators in neural networks. Pattern Recognit. Lett. 176: 131-139 (2023) - Lennart Brocki, George C. Dyer, Anna Gladka, Neo Christopher Chung
:
Deep Learning Mental Health Dialogue System. BigComp 2023: 395-398 - Lennart Brocki, Neo Christopher Chung
:
Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks. Tiny Papers @ ICLR 2023 - Lennart Brocki, George C. Dyer, Anna Gladka, Neo Christopher Chung
:
Deep Learning Mental Health Dialogue System. CoRR abs/2301.09412 (2023) - Lennart Brocki, Neo Christopher Chung
:
Feature Perturbation Augmentation for Reliable Evaluation of Importance Estimators. CoRR abs/2303.01538 (2023) - Lennart Brocki, Neo Christopher Chung
:
Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models. CoRR abs/2303.11177 (2023) - Neo Christopher Chung
, George C. Dyer, Lennart Brocki:
Challenges of Large Language Models for Mental Health Counseling. CoRR abs/2311.13857 (2023) - Lennart Brocki, Neo Christopher Chung
:
Class-Discriminative Attention Maps for Vision Transformers. CoRR abs/2312.02364 (2023) - 2022
- Lennart Brocki, Wistan Marchadour, Jonas Maison
, Bogdan Badic, Panagiotis G. Papadimitroulas
, Mathieu Hatt
, Franck Vermet, Neo Christopher Chung
:
Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography. EXTRAAMAS@AAMAS 2022: 3-18 - Lennart Brocki, Neo Christopher Chung
:
Evaluation of Interpretability Methods and Perturbation Artifacts in Deep Neural Networks. CoRR abs/2203.02928 (2022) - Lennart Brocki, Wistan Marchadour, Jonas Maison, Bogdan Badic, Panagiotis G. Papadimitroulas, Mathieu Hatt, Franck Vermet, Neo Christopher Chung
:
Evaluation of importance estimators in deep learning classifiers for Computed Tomography. CoRR abs/2209.15398 (2022) - 2021
- Lennart Brocki
, Neo Christopher Chung
:
Input Bias in Rectified Gradients and Modified Saliency Maps. BigComp 2021: 148-151 - 2020
- Lennart Brocki, Neo Christopher Chung:
Removing Brightness Bias in Rectified Gradients. CoRR abs/2011.05002 (2020) - 2019
- Lennart Brocki
, Neo Christopher Chung
:
Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models. ICMLA 2019: 1771-1778 - Lennart Brocki, Neo Christopher Chung:
Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models. CoRR abs/1910.13140 (2019)
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