Pointing the Unknown Words C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio arXiv preprint arXiv:1603.08148, 2016 | 668 | 2016 |
Hierarchical Multiscale Recurrent Neural Networks J Chung, S Ahn, Y Bengio International Conference on Learning Representations (ICLR), 2017 | 641 | 2017 |
Bayesian Model-Agnostic Meta-Learning J Yoon*, T Kim*, O Dia, S Kim, Y Bengio, S Ahn Advances in Neural Information Processing Systems, 7332-7342, 2018 | 603* | 2018 |
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S Ahn, A Koratticara, M Welling International Conference on Machine Learning 2012 (ICML'12), 2012 | 352 | 2012 |
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus I Vlad Serban, A García-Durán, C Gulcehre, S Ahn, S Chandar, ... arXiv e-prints, arXiv: 1603.06807, 2016 | 349* | 2016 |
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition Z Lin, YF Wu, SV Peri, W Sun, G Singh, F Deng, J Jiang, S Ahn arXiv preprint arXiv:2001.02407, 2020 | 235 | 2020 |
Denoising Criterion for Variational Auto-Encoding Framework D Im, S Ahn, R Memisevic, Y Bengio Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 229 | 2017 |
A2S: Automated Agriculture System based on WSN S Yoo, J Kim, T Kim, S Ahn, J Sung, D Kim 2007 IEEE International Symposium on Consumer Electronics, 1-5, 2007 | 188 | 2007 |
A Neural Knowledge Language Model S Ahn, H Choi, T Pärnamaa, Y Bengio arXiv preprint arXiv:1608.00318, 2016 | 152 | 2016 |
SCALOR: Generative World Models with Scalable Object Representations J Jiang*, S Janghorbani*, G de Melo, S Ahn arXiv preprint arXiv:1910.02384, 2019 | 137* | 2019 |
Distributed Stochastic Gradient MCMC S Ahn, B Shahbaba, M Welling International Conference on Machine Learning 2014 (ICML'14), 2014 | 126 | 2014 |
Illiterate DALLE Learns to Compose G Singh, F Deng, S Ahn International Conference on Learning Representations 2022 (ICLR'22), 2022 | 108* | 2022 |
Hierarchical Memory Networks S Chandar, S Ahn, H Larochelle, P Vincent, G Tesauro, Y Bengio arXiv preprint arXiv:1605.07427, 2016 | 105 | 2016 |
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos G Singh, YF Wu, S Ahn Advances in Neural Information Processing Systems 2022 (NeurIPS'22), 2022 | 83 | 2022 |
Sequential Neural Processes G Singh, J Yoon, Y Son, S Ahn Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019 | 79 | 2019 |
Variational Temporal Abstraction T Kim, S Ahn*, Y Bengio* Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019 | 75 | 2019 |
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC S Ahn, A Korattikara, N Liu, S Rajan, M Welling Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 72 | 2015 |
Improving Generative Imagination in Object-Centric World Models Z Lin, YF Wu, S Peri, B Fu, J Jiang, S Ahn International Conference on Machine Learning 2020 (ICML'20), 2020 | 66 | 2020 |
TransDreamer: Reinforcement Learning with Transformer World Models C Chen, YF Wu, J Yoon, S Ahn arXiv preprint arXiv:2202.09481, 2022 | 65 | 2022 |
Proactive Context-Aware Sensor Networks S Ahn, D Kim European Workshop on Wireless Sensor Networks, 38-53, 2006 | 64 | 2006 |