Publications

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In Press
2017
Gudi AA, van Rosmalen N, Loog M, van Gemert JC. Object-Extent Pooling for Weakly Supervised Single-Shot Localization. In: British Machine Vision Conference. British Machine Vision Conference. London; 2017. Available at: https://arxiv.org/abs/1707.06180. Abstract
Pei W, Yang J, Sun Z, et al. Interacting Attention-gated Recurrent Networks for Recommendation. In: The 26th 2017 ACM International Conference on Information and Knowledge Management (CIKM). The 26th 2017 ACM International Conference on Information and Knowledge Management (CIKM).; 2017.
Pei W, Baltrusaitis T, Tax DMJ, Morency L-P. Temporal Attention-Gated Model for Robust Sequence Classification. In: CVPR: IEEE Conference on Computer Vision and Pattern Recognition. CVPR: IEEE Conference on Computer Vision and Pattern Recognition.; 2017. Available at: https://arxiv.org/pdf/1612.00385.pdf.
2016
Kekeç T, Tax DMJ. Robust Gram Embeddings. In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016. Austin, Texas, USA; 2016. Available at: https://www.aclweb.org/anthology/D16-1113.
Yang Y, Loog M. Active Learning Using Uncertainty Information. In: 23rd International Conference on Pattern Recognition. 23rd International Conference on Pattern Recognition. Cancún, México; 2016. Download: Active Learning Using Uncertainty Information.pdf (311.2 KB)
Cheplygina V, van Opbroek A, Ikram MA, Vernooij MW, de Bruijne M. Asymmetric similarity-weighted ensembles for image segmentation. In: International Symposium on Biomedical Imaging (ISBI). International Symposium on Biomedical Imaging (ISBI).; 2016:273–277.
Cheplygina V, Perez-Rovira A, Kuo W, Tiddens H, de Bruijne M. Early experiences with crowdsourcing airway annotations in chest CT. In: Large-scale Annotation of Biomedical Data (MICCAI LABELS). Large-scale Annotation of Biomedical Data (MICCAI LABELS).; 2016:209–218.
Grinciunaite A, Gudi AA, Tasli HE, den Uyl M. Human Pose Estimation in Space and Time Using 3D CNN. In: Hua G, Jégou H Computer Vision – ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part III. Computer Vision – ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part III. Amsterdam; 2016:32–39. Available at: https://arxiv.org/pdf/1609.00036.pdf. Abstract
Tax DMJ, Cheplygina V, Duin RPW, van de Poll J. The Similarity between Dissimilarities. In: Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR). Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR).; 2016:84-94.
2015
Cheplygina V, Tax DMJ. Characterizing multiple instance datasets. In: Similarity-Based Pattern Recognition (SIMBAD). Similarity-Based Pattern Recognition (SIMBAD).; 2015:15–27.
Gudi AA, Tasli HE, den Uyl TM, Maroulis A. Deep learning based FACS Action Unit occurrence and intensity estimation. In: 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG). 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG). Ljubljana; 2015:1 - 5. Available at: http://www.vicarvision.nl/wordpress/wp-content/uploads/2015/05/DeepAURecognition.pdf. Abstract
Hernández-Durán M, Cheplygina V, Calana YP. Dissimilarity representations for low-resolution face recognition. In: Similarity-Based Pattern Recognition (SIMBAD). Similarity-Based Pattern Recognition (SIMBAD).; 2015:70–83.
Cheplygina V, Sørensen L, Tax DMJ, de Bruijne M, Loog M. Label stability in multiple instance learning. In: Medical Image Computing and Computer Assisted Interventions (MICCAI). Medical Image Computing and Computer Assisted Interventions (MICCAI).; 2015:539–546.