Alexander Binder
Universitetet i Oslo
H-index: 32
Europe-Norway
Top articles of Alexander Binder
Layer-wise Feedback Propagation
arXiv preprint arXiv:2308.12053
2023/8/23
Alexander Binder
H-Index: 18
Thomas Wiegand
H-Index: 59
Beyond explaining: Opportunities and challenges of XAI-based model improvement
2023/4/1
Alexander Binder
H-Index: 18
Supplement to: Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations
2023/3
Alexander Binder
H-Index: 18
Optimizing Explanations by Network Canonization and Hyperparameter Search
2023
Alexander Binder
H-Index: 18
Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations
2023
Discovering Transferable Forensic Features for CNN-generated Images Detection
2022/10/23
Keshigeyan Chandrasegaran
H-Index: 0
Ngoc-Trung Tran
H-Index: 8
Alexander Binder
H-Index: 18
Ngai-Man Cheung
H-Index: 28
To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy
Plos one
2022/10/18
Alexander Binder
H-Index: 18
Klaus-Robert Müller
H-Index: 95
Toward Scalable and Unified Example-Based Explanation and Outlier Detection
IEEE Transactions on Image Processing
2021/11/18
Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples
arXiv preprint arXiv:2110.12357
2021/10/24
Yi Xiang Marcus Tan
H-Index: 5
Penny Chong
H-Index: 4
Ngai-Man Cheung
H-Index: 28
Alexander Binder
H-Index: 18
Explain and improve: LRP-inference fine-tuning for image captioning models
Information Fusion
2022/1/1
Alexander Binder
H-Index: 18
Morphological and molecular breast cancer profiling through explainable machine learning
Nature Machine Intelligence
2021/4
Alexander Binder
H-Index: 18
Miriam Hägele
H-Index: 4
Masaru Ishii
H-Index: 35
Carsten Denkert
H-Index: 70
Frederick Klauschen
H-Index: 42
Pruning by explaining: A novel criterion for deep neural network pruning
Pattern Recognition
2021/2/22
Seul-Ki Yeom
H-Index: 8
Philipp Seegerer
H-Index: 8
Alexander Binder
H-Index: 18
Simon Wiedemann
H-Index: 4
Klaus-Robert Müller
H-Index: 95
Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers
2021/1/10
Alexander Binder
H-Index: 18
Explanation-guided training for cross-domain few-shot classification
2020/7/17
Understanding integrated gradients with smoothtaylor for deep neural network attribution
2021/1/10
Alexander Binder
H-Index: 18
Analysing the Adversarial Landscape of Binary Stochastic Networks
Information Science and Applications: Proceedings of ICISA 2020
2021
Yi Xiang Marcus Tan
H-Index: 5
Alexander Binder
H-Index: 18
Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation
arXiv preprint arXiv:2007.10817
2020/7/21
Alexander Binder
H-Index: 18
Simple and effective prevention of mode collapse in deep one-class classification
2020/7
Towards best practice in explaining neural network decisions with LRP
2020/7/19
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
Scientific Reports
2020/4/14
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