| Unsupervised pixel-level domain adaptation with generative adversarial networks K Bousmalis, N Silberman, D Dohan, D Erhan, D Krishnan Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 985 | 2017 |
| Domain separation networks K Bousmalis, G Trigeorgis, N Silberman, D Krishnan, D Erhan arXiv preprint arXiv:1608.06019, 2016 | 771 | 2016 |
| Using simulation and domain adaptation to improve efficiency of deep robotic grasping K Bousmalis, A Irpan, P Wohlhart, Y Bai, M Kelcey, M Kalakrishnan, ... 2018 IEEE international conference on robotics and automation (ICRA), 4243-4250, 2018 | 353 | 2018 |
| A deep matrix factorization method for learning attribute representations G Trigeorgis, K Bousmalis, S Zafeiriou, BW Schuller IEEE transactions on pattern analysis and machine intelligence 39 (3), 417-429, 2016 | 150 | 2016 |
| Sim-to-real via sim-to-sim: Data-efficient robotic grasping via randomized-to-canonical adaptation networks S James, P Wohlhart, M Kalakrishnan, D Kalashnikov, A Irpan, J Ibarz, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 143 | 2019 |
| A deep semi-nmf model for learning hidden representations G Trigeorgis, K Bousmalis, S Zafeiriou, B Schuller International Conference on Machine Learning, 1692-1700, 2014 | 135 | 2014 |
| Towards the automatic detection of spontaneous agreement and disagreement based on nonverbal behaviour: A survey of related cues, databases, and tools K Bousmalis, M Mehu, M Pantic Image and Vision Computing 31 (2), 203-221, 2013 | 79 | 2013 |
| Spotting agreement and disagreement: A survey of nonverbal audiovisual cues and tools K Bousmalis, M Mehu, M Pantic 2009 3rd international conference on affective computing and intelligent …, 2009 | 76 | 2009 |
| Xgan: Unsupervised image-to-image translation for many-to-many mappings A Royer, K Bousmalis, S Gouws, F Bertsch, I Mosseri, F Cole, K Murphy Domain Adaptation for Visual Understanding, 33-49, 2020 | 75 | 2020 |
| Modeling hidden dynamics of multimodal cues for spontaneous agreement and disagreement recognition K Bousmalis, LP Morency, M Pantic Face and Gesture 2011, 746-752, 2011 | 68 | 2011 |
| Infinite Hidden Conditional Random Fields for Human Behavior Analysis K Bousmalis, S Zafeiriou, LP Morency, M Pantic IEEE Transactions in Neural Networks and Learning Systems, 1-1, 2013 | 53 | 2013 |
| Unsupervised multi-target domain adaptation: An information theoretic approach B Gholami, P Sahu, O Rudovic, K Bousmalis, V Pavlovic IEEE Transactions on Image Processing 29, 3993-4002, 2020 | 33 | 2020 |
| Variational hidden conditional random fields with coupled Dirichlet process mixtures K Bousmalis, S Zafeiriou, LP Morency, M Pantic, Z Ghahramani Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013 | 13 | 2013 |
| Off-policy evaluation via off-policy classification A Irpan, K Rao, K Bousmalis, C Harris, J Ibarz, S Levine arXiv preprint arXiv:1906.01624, 2019 | 12 | 2019 |
| Self-supervised sim-to-real adaptation for visual robotic manipulation R Jeong, Y Aytar, D Khosid, Y Zhou, J Kay, T Lampe, K Bousmalis, F Nori 2020 IEEE International Conference on Robotics and Automation (ICRA), 2718-2724, 2020 | 11 | 2020 |
| Variational Infinite Hidden Conditional Random Fields K Bousmalis, SP Zafeiriou, LP Morency, M Pantic, Z Ghahramani IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015 | 8 | 2015 |
| Progress in Artificial Intelligence: 13th Portuguese Conference on Artificial Intelligence, EPIA 2007, Workshops: GAIW, AIASTS, ALEA, AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA … JM Neves, MF Santos, JM Machado Springer, 2007 | 5 | 2007 |
| A scouting-inspired evolutionary algorithm JO Pfaffmann, K Bousmalis, S Colombano Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No …, 2004 | 4 | 2004 |
| A Discriminative Nonparametric Bayesian Model: Infinite Hidden Conditional Random Fields K Bousmalis, LP Morency, S Zafeiriou, M Pantic | 4* | |
| Domain separation neural networks K Bousmalis, N Silberman, D Krishnan, G Trigeorgis, D Erhan US Patent App. 16/321,189, 2019 | 3 | 2019 |
Dumitru ErhanStaff Research Scientist, Google BrainVerified email at google.com
