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Real-time small-object detection from ground vehicles using a siamese convolutional neural network. Sander R. Klomp, Dennis W.J.. van de Wouw, Peer H.N. de With, Journal of Imaging Science and Technology.Open access-gold. DOI:10.2352/j.ImagingSci.Technol.2019.63.6.060402.
ECDNet: Efficient siamese convolutional network for real-time smallobject change detection from ground vehicles. Klomp, S., van de Wouw, D. & de With, P. Electronic Imaging: Intelligent Robotics and IndustrialApplications using Computer Vision 2019; Conference proceedings. Openaccess-gold. DOI:10.2352/ISSN.2470-1173.2019.7.IRIACV-458
Rare-class extraction using cascaded pretrained networks applied to crane classification. Klomp, S. R., Brouwers, G., Wijnhoven, R. G. J. & de With, P. H. N. Electronic Imaging, Intelligent Robotics and Industrial Applications using Computer Vision 2020; Conference proceedings. Open access-gold. https://doi.org/10.2352/ISSN.2470-1173.2020.6.IRIACV-049
Deep learning assisted data inspection for radio astronomy. Michael Mesarcik, Albert-Jan Boonstra, Christiaan Meijer, Walter Jansen, Elena Ranguelova, Rob V van Nieuwpoort . Monthly Notices of the Royal Astronomical Society, Volume 496, Issue 2, August 2020. Journal publication. Open Access-gold. https://doi.org/10.1093/mnras/staa1412; https://drive.google.com/open?id=1tH-2_VAY-jpv-P-a4H3umRvUNkSPP9Ui
Clownfish: Edge and Cloud Symbiosis for Video Stream Analytics. Vinod Nigade, Lin Wang, Henri Bal. ACM/IEEE Symposium on Edge Computing (SEC), 2020. Conference proceedings, Open access-green.
Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks. Bojian Yin, Federico Corradi, Sander Bohte. ICONS. Conference proceedings. Open Access-Green.
Geographically Local Representation Learning with a Spatial Prior for Visual Localization. Zimin Xia; Olaf Booij; Marco Manfredi; Julian F. P. Kooij; ECCV 2020 Workshop on Map-based Localization for Autonomous Driving. Open access-gold,
https://drive.google.com/open?id=1viWioyC_c0NkrEgCYIPrNEcLU4E8wLKV
Co-Attentive Equivariant Neural Networks: Focusing Equivariance on Transformations Co-Occurring in Data.D.W. Romero, M. Hoogendoorn. International Conference on Learning Representations (ICLR), 2020. Conference proceedings. Open access-green. Publicly available at ArXiv.
Attentive Group Equivariant Convolutional Networks. D.W. Romero, E.J. Bekkers, J.M. Tomczak, M. Hoogendoorn. International Conference on Machine Learning (ICML), 2020. Conference proceedings. Open access-green. Publicly available at ArXiv.
Wavelet Networks: Scale Equivariant Learning From Raw Waveforms. D.W. Romero, E.J. Bekkers, J.M. Tomczak, M. Hoogendoorn. ArXiv Preprint, 2020. Open access-green.
Group Equivariant Stand-Alone Self-Attention For Vision. D.W. Romero, J.B. Cordonnier, International Conference on Learning Representations (ICLR), 2021. Conference proceedings, Open access-green, publicly available at ArXiv.
CKConv: Continuous Kernel Convolution For Sequential Data. D.W. Romero, A. Kuzina, E.J. Bekkers, J.M. Tomczak, M. Hoogendoorn. Conference proceedings, ArXiv Preprint, Open access-green, publicly available at ArXiv.
| EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes. HA Le, T. Mensink, P. Das, S. Karaoglu, T. Gevers. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. Open access-green Novel View Synthesis from Single Images via Point Cloud Transformation. HA Le, T. Mensink, P. Das, S. Karaoglu, T. Gevers. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. Open access-green. |
Real-time AI steered MRI-guided guidewire tracking. Patrick Brand, Han Nijsink, Tristan de Boer, Jurgen Fütterer, Henkjan Huisman. Poster at ICT.Open2021. |
A Comparison of Methods for 3D Scene Shape Retrieval. J. Yuan, H. Abdul-Rashid, B. Li , Y. Lu, T. Schreck, S. Bai, X. Bai, N. Minh Bui, M. N. Do, T. Le Do, A. D. Duong, K. He, X. He, M. Holenderski, D. Jarnikov, T. K. Le, W. Li, A. Liu, X. Liu, V. Menkovski. Journal publication in Journal of Computer Vision and Image Understanding. Open access-green https://drive.google.com/open?id=1jJxT-kIKuxq1c-bFIydEmTK_2x2mwEcT |
| A Metric for Linear Symmetry-Based Disentanglement . L.A. Perez Rey, L. Tonnaer, V. Menkovski, M. Holenderski, J.W. Portegies. Poster at NeurIPS 2020 workshop on Differential Geometry meets Deep Learning. Open access-green. https://drive.google.com/open?id=1WDlsbiI5-LvRuEodb7oCxo0azipW4d4i |
| Diffusion Variational Autoencoders. L. A. Perez Rey, V. Menkovski, J. W. Portegies. Conference proceedings of the C29th International Joint Conference on Artificial Intelligence. Open access-green. https://drive.google.com/open?id=1CeuQ82rCsabaHP32G3E2POfngAJtY6F2 |
Can VAEs capture topological properties? L. A. Perez Rey, V. Menkovski, J. W. Portegies. Poster at NeurIPS 2019 Workshop on Bayesian Deep Learning. Open access-green. https://drive.google.com/open?id=1yeANHSHC7zUpJ8SXrZe5pllVwwuUoRGc |
| Feature-Supervised Action Modality Transfer. Fida Mohammad Thoker, Cees Snoek. Conference proceedings of IEEE International Conference on Pattern Recognition (ICPR), 2020. Open access-gold. https://drive.google.com/open?id=1VfyMizsZFwcqTknPHym9dshyyzsUs0w0 |
| Cross-View Matching for Vehicle Localization by Learning Geographically Local Representations. Zimin Xia, Olaf Booij, Marco Manfredi, Julian F. P. Kooij. Journal publication in IEEE Robotics and Automation Letters. Open access-green. https://drive.google.com/open?id=13A2xvnJRooy90yOyFWCoPgwf96DZCmFv |
| Hardware Approximation of Exponential Decay for Spiking Neural Networks. Sherif Eissa, Sander Stuijk, Henk Corporaal. Conference proceedings of Artificial Intelligence Circuits and Systems (AiCAS), june 2021. No open access. https://drive.google.com/open?id=1XwEN9fEaNFLSQ7QxxWpDMJ3fTu9BnJOw |
| No frame left behind: Full Video Action Recognition. Xin Liu, Silvia L Pintea, Fatemeh Karimi Nejadasl, Olaf Booij, Jan C van Gemert. Conference proceedings of CVPR 2021. Open acces-gold. https://drive.google.com/open?id=1KZUneOkAYollikb4X_uij0AmwgxkQwzK |
| WeightAlign: Normalizing Activations by Weight Alignment. Xiangwei Shi, Yunqiang Li, Xin Liu, Jan van Gemert. Conference proceedings of ICPR 2020. Open access-gold. |
Long-term Behaviour Recognition in Videos with Actor-focused Region Attention. Luca Ballan, Ombretta Strafforello, Klamer Schutte. Conference proceedings of VISAPP 2021, Open access-gold https://drive.google.com/open?id=1LFETwpW_ty-WZFWmAw24NhkXCuueca-n |
Skeleton-Contrastive 3D Action Representation Learning. Fida Mohammad Thoker, Hazel Doughty, Cees G.M. Snoek. Conference proceedings of ACM Multimedia 2021. Open access-green. https://drive.google.com/open?id=1eOAETs-ob86uNWP2_O11mtl4ENyzCh23 https://dl.acm.org/doi/pdf/10.1145/3474085.3475307 |
| DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution. Mohammad Emad, Maurice Peemen, Henk Corporaal. Conference proceedings of Winter Conference on Applications of Computer Vision. Open access-green. https://drive.google.com/open?id=1lPqAt8gA0_HhaClpfN8lc86PXmz5NKdS |
| Better Never Than Late: Timely Edge Video Analytics Over the Air. Vinod Nigade, Ramon Winder, Henri Bal, Lin Wang . Conference proceedings of ACM SenSys AIChallengeIoT . Open access-gold. https://drive.google.com/open?id=1gREsEnHEtJn2tOEdZ81swo2AN3cHCT0_ https://doi.org/10.1145/3485730.3493446 |
| Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks. Bojian Yin, Federico Corradi, Sander M Bohté. Journal publication in Nature Machine Intelligence. Open access-gold. https://doi.org/10.1038/s42256-021-00397-w https://arxiv.org/abs/2103.12593 |
LocalNorm: Robust Image Classification Through Dynamically Regularized Normalization. Bojian Yin, H Steven Scholte, Sander Bohté. Proceedings of the International Conference on Artificial Neural Networks, 2021. Open access-green. https://doi.org/10.1007/978-3-030-86380-7_20 https://arxiv.org/pdf/1902.06550.pdf |
| T-LEAP: Occlusion-robust pose estimation of walking cows using temporal information. Helena Russello, Rik van der Tol, Gert Kootstra. Journal publication in: Computers and Electronics in Agriculture. Public access-gold. https://drive.google.com/open?id=1p2YgENWl9DauNzpY94AT19s2rPofBeb6 |
| Weakly Supervised Semantic Segmentation for Range-Doppler Maps K. Fatseas and M. J. G. Bekooij. Conference proceedings of EURAD 2021. No open access |
| Set Prediction without Imposing Structure as Conditional Density Estimation David W. Zhang, Gertjan J. Burghouts, Cees G.M. Snoek. Conference proceedings of the International Conference on Learning Representations. Open access-gold. https://drive.google.com/open?id=1ZML4WLXOJDj7FaJw50mbMf4SIe2QD3cm |
| Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. Yan Zhang*, David W. Zhang*, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek. Conference proceedings of the International Conference on Learning Representations. Open access-gold. https://drive.google.com/open?id=1HhKeVbWWEJzsCo1mv2rVwt2F9KsKHe6U |