| Pixeldefend: Leveraging generative models to understand and defend against adversarial examples Y Song, T Kim, S Nowozin, S Ermon, N Kushman ICLR 2018, 2018 | 363 | 2018 |
| Bayesian model-agnostic meta-learning T Kim, J Yoon, O Dia, S Kim, Y Bengio, S Ahn Advances in Neural Information Processing Systems, 7332-7342, 2018 & arXiv …, 2018 | 180* | 2018 |
| A deep reinforcement learning chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 177 | 2017 |
| Fast autoaugment S Lim, I Kim, T Kim, C Kim, S Kim arXiv preprint arXiv:1905.00397, 2019 | 133 | 2019 |
| Edge-Labeling Graph Neural Network for Few-shot Learning J Kim, T Kim, S Kim, CD Yoo Computer Vision and Pattern Recognition (CVPR), 2019 | 106 | 2019 |
| Deep directed generative models with energy-based probability estimation T Kim, Y Bengio ICLR workshop 2016 & arXiv preprint arXiv:1606.03439, 2016 | 96 | 2016 |
| Dynamic layer normalization for adaptive neural acoustic modeling in speech recognition T Kim, I Song, Y Bengio INTERSPEECH 2017, 2017 | 34 | 2017 |
| Variable grouping for energy minimization T Kim, S Nowozin, P Kohli, CD Yoo CVPR 2011, 1913-1920, 2011 | 25 | 2011 |
| Scalable neural architecture search for 3d medical image segmentation S Kim, I Kim, S Lim, W Baek, C Kim, H Cho, B Yoon, T Kim International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 22 | 2019 |
| Method and apparatus for processing video signals using inter-view inter-prediction S Jaewon, S Yea, KOO Moonmo, J Heo, T Kim, J Jung, E Son US Patent 10,341,677, 2019 | 18* | 2019 |
| Method and apparatus for processing video signal KOO Moonmo, J Jung, S Yea, J Heo, T Kim, S Jaewon, E Son US Patent 9,349,192, 2016 | 13 | 2016 |
| A deep reinforcement learning chatbot (short version) IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1801.06700, 2018 | 10 | 2018 |
| The octopus approach to the Alexa competition: A deep ensemble-based socialbot IV Serban, C Sankar, S Zhang, Z Lin, S Subramanian, T Kim, S Chandar, ... Alexa Prize Proceedings, 2017 | 10 | 2017 |
| Video signal processing method and device J Heo, J Jung, S Yea, KOO Moonmo, T Kim, S Jaewon, E Son US Patent 9,894,385, 2018 | 8 | 2018 |
| Face recognition using gradient based feature analysis M Park, H Lee, H Je, T Kim, Y Cheon, T Kim US Patent 9,384,385, 2016 | 8 | 2016 |
| Variational temporal abstraction T Kim, S Ahn, Y Bengio arXiv preprint arXiv:1910.00775, 2019 | 7 | 2019 |
| Method and apparatus for processing multiview video signal with part of non-reference view J Heo, J Jung, S Yea, KOO Moonmo, T Kim, S Jaewon, E Son US Patent 9,854,269, 2017 | 7 | 2017 |
| A Deep Reinforcement Learning Chatbot. CoRR abs/1709.02349 (2017) IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 6 | 2017 |
| Video decoding apparatus and method for decoding multi-view video NAM Junghak, SEO Jungdong, YOO Sunmi, S Yea, J Heo, T Kim, ... US Patent 10,063,887, 2018 | 5 | 2018 |
| Method and device for processing video signal T Kim, J Heo, J Jung, S Yea US Patent 9,955,166, 2018 | 5 | 2018 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
