|
| RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series
I. Arous, M. Khayati, P. Cudré-Mauroux, Y. Zhang, M. L. Kersten, S. Stalinlov
In IEEE International Conference on Data Engineering 2019.
[bibtex] [url] |
 | Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs
D. Arya, S. Rudinac, M. Worring
In International Conference on Content-Based Multimedia Indexing 2019.
[bibtex] [url] |
 | HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities
D. Arya, S. Rudinac, M. Worring
In ACM International Conference on Multimedia 2019.
[bibtex] [url] |
 | 4-Connected Shift Residual Networks
A. Brown, P. S. M. Mettes, M. Worring
In IEEE International Conference on Computer Vision Workshops 2019.
[bibtex] [url] |
| Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data
X. Cao, B. Qiu, X. Li, Z. Shi, G. Xu, J. Xu
In IEEE Transactions on Neural Networks and Learning Systems 2019.
[bibtex] [url] |
 | New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval
S. H. Cappallo, S. Svetlichnaya, P. Garrigues, T. E. J. Mensink, C. G. M. Snoek
In IEEE Transactions on Multimedia 2019.
[bibtex] [url] |
| Panoramic perspective of Digital Investigation
E. Casey, Z. J. M. H. Geradts, B. Nikkel
In Digital Investigation 2019.
[bibtex] [url] |
 | 3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation
Y. Chen, T. E. J. Mensink, E. Gavves
In International Conference on 3D Vision 2019.
[bibtex] [url] |
| Gauge Equivariant Convolutional Networks and the Icosahedral CNN
T. Cohen, M. Weiler, B. Kicanaoglu, M. Welling
In International Conference on Machine Learning 2019.
[bibtex] [url] |
 | Increasing Expressivity of a Hyperspherical VAE
T. R. Davidson, J. M. Tomczak, E. Gavves
In Advances in Neural Information Processing Systems, Workshop on Bayesian Deep Learning 2019.
[bibtex] [url] |
 | Tracking-Assisted Segmentation of Biological Cells
D. K. Gupta, N. de Bruijn, A. Panteli, E. Gavves
In Advances in Neural Information Processing Systems, Workshop on Medical Imaging 2019.
[bibtex] [url] |
 | SafeCritic: Collision-Aware Trajectory Prediction
T. van der Heiden, N. S. Nagaraja, C. Weiss, E. Gavves
In British Machine Vision Conference Workshop 2019.
[bibtex] [url] |
 | Attention-based Multi-Context Guiding for Few-Shot Semantic Segmentation
T. Hu, P. Yang, C. Zhang, G. Yu, Y. Mu, C.G.M. Snoek
In AAAI Conference on Artificial Intelligence 2019.
[bibtex] [pdf] [url] |
 | SILCO: Show a Few Images, Localize the Common Object
T. Hu, P. S. M. Mettes, J-H. Huang, C. G. M. Snoek
In IEEE International Conference on Computer Vision 2019.
[bibtex] [url] |
 | Timeception for Complex Action Recognition
N. Hussein, E. Gavves, A. W. M. Smeulders
In IEEE Conference on Computer Vision and Pattern Recognition 2019.
[bibtex] [url] |
 | VideoGraph: Recognizing Minutes-Long Human Activities in Videos
N. Hussein, E. Gavves, A. W. M. Smeulders
In IEEE International Conference on Computer Vision Workshops 2019.
[bibtex] [url] |
 | Deep Metric Learning for Cross-Domain Fashion Instance Retrieval
S. Ibrahimi, N. van Noord, Geradts Z., M. Worring
In IEEE International Conference on Computer Vision Workshops 2019.
[bibtex] [url] |
 | Interactive Exploration of Journalistic Video Footage through Multimodal Semantic Matching
S. Ibrahimi, S. Chen, D. Arya, A. Câmara, Y. Chen, T. Crijns, M. van der Goes, T. E. J. Mensink, E. van Miltenburg, D. Odijk, W. Thong, J. Zhao, P. S. M. Mettes
In ACM International Conference on Multimedia 2019.
[bibtex] [url] |
| SQALPEL: A database performance platform
M. L. Kersten, S. Manegold, Y. Zhang, P. Kuoutsourakis
In Biennial Conference on Innovative Data Systems Research 2019.
[bibtex] [url] |
 | Exquisitor at the Lifelog Search Challenge 2019
O. Khan, B. Jonsson, J. Zahalka, S. Rudinac, M. Worring
In ACM Workshop on Lifelog Search Challenge 2019.
[bibtex] [url] |
| IDEL: In-Database Neural Entity Linking
T. Kilias, A. Löser, F. A. Gers, Y. Zhang, R. Koopmanschap, M. L. Kersten
In International Conference on Big Data and Smart Computing 2019.
[bibtex] [url] |
| The Seventh Visual Object Tracking VOT2019 Challenge Results
M. Kristan, J. Matas, A. Leonardis, M. Felsberg, R. Pflugfelder, J-K. Kamarainen, L. Cehovin Zajc, O. Drbohlav, A. Lukezic, A. Berg, A. Eldesokey, J. Kapyla, G. Fernandez, A. Gonzalez-Garcia, A. Memarmoghadam, A. Lu, A. He, A. Varfolomieiev, A. Chan, A. Shekhar Tripathi, A.W.M. Smeulders, B. Suraj Pedasingu, B. Xin Chen, B. Zhang, B. Wu, B. Li, B. He, B. Yan, B. Bai, B. Li, B. Li, B. Hak Kim, B. Hak Ki
In IEEE International Conference on Computer Vision Workshops 2019.
[bibtex] [url] |
 | Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres
S. Liao, Gavves E., C. G. M. Snoek
In IEEE Conference on Computer Vision and Pattern Recognition 2019.
[bibtex] [pdf] [url] |
 | Relaxed quantization for discretized neural networks
C. Louizos, M. Reisser, T. Blankevoort, E. Gavves, M. Welling
In International Conference on Learning Representations 2019.
[bibtex] [url] |
 | Pointly-Supervised Action Localization
P. S. M. Mettes, C. G. M. Snoek
In International Journal of Computer Vision 2019.
[bibtex] [pdf] [url] |
 | Hyperspherical Prototype Networks
P. S. M. Mettes, E. van der Pol, C. G. M. Snoek
In Advances in Neural Information Processing Systems 2019.
[bibtex] [url] |
 | Training a Spiking Neural Network with Equilibrium Propagation
P. O'Connor, E. Gavves, M. Welling
In International Conference on Artificial Intelligence and Statistics 2019.
[bibtex] [url] |
 | Initialized Equilibrium Propagation for Backprop-Free Training
P. O'Connor, E. Gavves, M. Welling
In International Conference on Learning Representations 2019.
[bibtex] [url] |
 | Combinatorial Bayesian Optimization using the Graph Cartesian Product
C. Oh, J. Tomczak, E. Gavves, M. Welling
In Advances in Neural Information Processing Systems 2019.
[bibtex] [url] |
 | Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images
H. Ragnarsdóttir, Þ. Þorleiksdóttir, O. Khan, B Jónsson, G. Guðmundsson, J. Zahálka, S. Rudinac, L. Amsaleg, Marcel Worring
In ACM International Conference on Multimedia 2019.
[bibtex] [url] |
 | Bayesian 3D ConvNets for Action Recognition from Few Examples
M. de la Riva, P. S. M. Mettes
In IEEE International Conference on Computer Vision Workshops 2019.
[bibtex] [url] |
 | Repetition Estimation
T. F. H. Runia, C. G. M. Snoek, A. W. M. Smeulders
In International Journal of Computer Vision 2019.
[bibtex] [pdf] [url] |
 | I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation
L. Samson, N. van Noord, O. Booij, M. Hofmann, E. Gavves, M. Ghafoorian
In IEEE International Conference on Computer Vision, Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving 2019.
[bibtex] [url] |
 | Counting with Focus for Free
Z. Shi, P. S. M. Mettes, C. G. M. Snoek
In IEEE International Conference on Computer Vision 2019.
[bibtex] [url] |
 | Visual Analytics Framework for the Assessment of Temporal Hypergraph Prediction Models
D. Streeb, D. Arya, D.A. Keim, M. Worring
In Set Visual Analytics Workshop at IEEE VIS 2019 2019.
[bibtex] [url] |
 | Many Task Learning with Task Routing
G. Strezoski, N. van Noord, M. Worring
In IEEE International Conference on Computer Vision 2019.
[bibtex] [url] |
 | ACE: Art, Color and Emotion
G. Strezoski, A. Shome, R. Bianchi, S. Rao, M. Worring
In ACM International Conference on Multimedia 2019.
[bibtex] [url] |
 | Learning Task Relatedness in Multi-Task Learning for Images in Context
G. Strezoski, N. van Noord, M. Worring
In ACM International Conference on Multimedia Retrieval 2019.
[bibtex] [url] |
 | Multimodal Classification of Urban Micro-Events
M. Sukel, S. Rudinac, M. Worring
In ACM International Conference on Multimedia 2019.
[bibtex] [url] |
| A Layer-Based Sequential Framework for Scene Generation with GANs
M. O. Turkoglu, W. Thong, L. J. Spreeuwers, B. Kicanaoglu
In AAAI Conference on Artificial Intelligence 2019.
[bibtex] [url] |
| Accelerating Convolutional Neural Networks with Dynamic Channel Pruning
C. Zhang, T. Hu, Y. Guan, Z. Ye
In Data Compression Conference 2019.
[bibtex] [url] |
 | Dance with Flow: Two-in-One Stream Action Detection
J. Zhao, C. G. M. Snoek
In IEEE Conference on Computer Vision and Pattern Recognition 2019.
[bibtex] [pdf] [url] |
