| Explanation-guided training for cross-domain few-shot classification J Sun, S Lapuschkin, W Samek, Y Zhao, NM Cheung, A Binder 2020 25th international conference on pattern recognition (ICPR), 7609-7616, 2021 | 106 | 2021 |
| Explain and improve: LRP-inference fine-tuning for image captioning models J Sun, S Lapuschkin, W Samek, A Binder Information Fusion 77, 233-246, 2022 | 50 | 2022 |
| Comparison of deep learning architectures for H&E histopathology images J Sun, A Binder 2017 IEEE conference on big data and analytics (ICBDA), 43-48, 2017 | 49 | 2017 |
| ImageCLEF 2017: ImageCLEF Tuberculosis Task-the SGEast Submission. J Sun, P Chong, YXM Tan, A Binder CLEF (working notes), 2017 | 19 | 2017 |
| Understanding image captioning models beyond visualizing attention J Sun, S Lapuschkin, W Samek, A Binder arXiv preprint arXiv:2001.01037, 2020 | 11 | 2020 |
| Explain and improve: Cross-domain few-shot-learning using explanations J Sun, S Lapuschkin, W Samek, Y Zhao, NM Cheung, A Binder arXiv preprint arXiv:2007.08790 1 (3), 8, 2020 | 8 | 2020 |
| Generalized patternattribution for neural networks with sigmoid activations J Sun, A Binder 2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019 | 4 | 2019 |
| Large area land cover mapping based on pyramid transformation with high-resolution PolSAR image B Zou, J Sun, Y Jin, Y Cheng 2016 IEEE Radar Conference (RadarConf), 1-4, 2016 | 3 | 2016 |
| Detection of Adversarial Supports in Few-shot Classifiers Using Self-Similarity and Filtering YXM Tan, P Chong, J Sun, NM Cheung, Y Elovici, A Binder arXiv preprint arXiv:2012.06330, 2020 | 1 | 2020 |
| Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples YXM Tan, P Chong, J Sun, NM Cheung, Y Elovici, A Binder arXiv preprint arXiv:2110.12357, 2021 | | 2021 |
| Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation LG Foo, RE Ho, J Sun, A Binder arXiv preprint arXiv:2007.10817, 2020 | | 2020 |
| Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity. YXM Tan, P Chong, J Sun, Y Elovici, A Binder CoRR, 2020 | | 2020 |
Alexander BinderChair Computer Vision, OvGU, Magdeburg, GermanyVerified email at ovgu.de
