Sungjin Ahn

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Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Jaesik YoonSAP, KAISTVerified email at sap.com
Gautam SinghML Postdoctoral Researcher @ Lawrence Livermore National LabVerified email at llnl.gov
Fei DengResearch Scientist, GoogleVerified email at google.com
Jindong JiangRutgers UniversityVerified email at rutgers.edu
Yi-Fu WuRutgers UniversityVerified email at rutgers.edu
Caglar GulcehreAI Researcher, Prof at EPFL, Consultant@Google DeepMind, ex-Staff Research Scientist@Google DeepMindVerified email at google.com
Max WellingCAIO CuspAI & Professor Machine Learning, University of AmsterdamVerified email at uva.nl
Taesup KimAssistant Professor, Seoul National UniversityVerified email at snu.ac.kr
Daeyoung KimProfessor of School of Computing, KAISTVerified email at kaist.ac.kr
Sarath ChandarAssociate Professor @ Polytechnique Montreal. Mila. Canada CIFAR AI Chair. Canada Research Chair.Verified email at polymtl.ca
Ousmane Amadou DiaMeta, Inc.Verified email at fb.com
Sungwoong KimAssociate Professor, Korea UniversityVerified email at korea.ac.kr
Skand PeriOregon State UniversityVerified email at oregonstate.edu
Anoop KorattikaraGoogleVerified email at google.com
Aaron CourvilleProfessor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
Alberto García-DuránAtinary TechnologiesVerified email at atinary.com
Zhixuan LinUniversity of Montreal; MilaVerified email at mila.quebec
Bowen ZhouChair Professor, Department of Electrical Engineering, Tsinghua University; Founder of Frontis.aiVerified email at tsinghua.edu.cn
Junyoung ChungResearch Scientist, Google DeepMindVerified email at google.com

Sungjin Ahn

Associate Professor, KAIST

Verified email at kaist.ac.kr - Homepage

Machine Learning Deep Learning Reinforcement Learning AI Cognitive Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Pointing the Unknown Words C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio arXiv preprint arXiv:1603.08148, 2016	683	2016
Hierarchical Multiscale Recurrent Neural Networks J Chung, S Ahn, Y Bengio International Conference on Learning Representations (ICLR), 2017	666	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	644*	2018
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	368*	2016
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S Ahn, A Koratticara, M Welling International Conference on Machine Learning 2012 (ICML'12), 2012	366	2012
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	256	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	245	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	195	2007
A Neural Knowledge Language Model S Ahn, H Choi, T Pärnamaa, Y Bengio arXiv preprint arXiv:1608.00318, 2016	155	2016
SCALOR: Generative World Models with Scalable Object Representations J Jiang, S Janghorbani, G de Melo, S Ahn arXiv preprint arXiv:1910.02384, 2019	147*	2019
Illiterate DALLE Learns to Compose G Singh, F Deng, S Ahn International Conference on Learning Representations 2022 (ICLR'22), 2022	139*	2022
Distributed Stochastic Gradient MCMC S Ahn, B Shahbaba, M Welling International Conference on Machine Learning 2014 (ICML'14), 2014	130	2014
Hierarchical Memory Networks S Chandar, S Ahn, H Larochelle, P Vincent, G Tesauro, Y Bengio arXiv preprint arXiv:1605.07427, 2016	114	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	113	2022
TransDreamer: Reinforcement Learning with Transformer World Models C Chen, YF Wu, J Yoon, S Ahn arXiv preprint arXiv:2202.09481, 2022	90	2022
Variational Temporal Abstraction T Kim, S Ahn, Y Bengio Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019	89	2019
Sequential Neural Processes G Singh, J Yoon, Y Son, S Ahn Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019	89	2019
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	77	2020
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	77	2015
Generative Neurosymbolic Machines J Jiang, S Ahn Advances in Neural Information Processing Systems 2020 (NeurIPS'20), 2020	66	2020

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