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Sun Jiamei
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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
722021
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
442017
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
302022
ImageCLEF 2017: ImageCLEF Tuberculosis Task-the SGEast Submission.
J Sun, P Chong, YXM Tan, A Binder
CLEF (working notes), 2017
172017
Understanding image captioning models beyond visualizing attention
J Sun, S Lapuschkin, W Samek, A Binder
arXiv preprint arXiv:2001.01037, 2020
102020
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
62020
Generalized patternattribution for neural networks with sigmoid activations
J Sun, A Binder
2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019
32019
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
32016
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
12020
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
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