Mario Fritz
Affiliations: | Computer Vision | Max Planck Institute for Informatics, Germany |
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Sign in to add trainee| Mateusz Malinowski | grad student | Max Planck Institute for Informatics |
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Publications
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| Bohle M, Singh N, Fritz M, et al. (2024) B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Bohle M, Fritz M, Schiele B. (2022) Optimising for Interpretability: Convolutional Dynamic Alignment Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Sattar H, Fritz M, Bulling A. (2020) Deep gaze pooling: Inferring and visually decoding search intents from human gaze fixations Neurocomputing. 387: 369-382 |
| Oh SJ, Benenson R, Fritz M, et al. (2018) Person Recognition in Personal Photo Collections. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Azimi SM, Britz D, Engstler M, et al. (2018) Advanced Steel Microstructural Classification by Deep Learning Methods. Scientific Reports. 8: 2128 |
| Zhang X, Sugano Y, Fritz M, et al. (2017) MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Georgoulis S, Rematas K, Ritschel T, et al. (2017) Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Malinowski M, Rohrbach M, Fritz M. (2017) Ask Your Neurons: A Deep Learning Approach to Visual Question Answering International Journal of Computer Vision. 125: 110-135 |
| Rematas K, Nguyen C, Ritschel T, et al. (2016) Novel Views of Objects from a Single Image. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Aditya P, Sen R, Druschel P, et al. (2016) I-pic: A platform for privacy-compliant image capture Mobisys 2016 - Proceedings of the 14th Annual International Conference On Mobile Systems, Applications, and Services. 235-248 |