Spremljaj
Sungjin Ahn
Sungjin Ahn
Associate Professor, KAIST
Preverjeni e-poštni naslov na kaist.ac.kr - Domača stran
Naslov
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Leto
Hierarchical Multiscale Recurrent Neural Networks
J Chung, S Ahn, Y Bengio
International Conference on Learning Representations (ICLR), 2017
6762017
Pointing the Unknown Words
C Gulcehre, S Ahn, R Nallapati, B Zhou, Y Bengio
arXiv preprint arXiv:1603.08148, 2016
6762016
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
660*2018
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring
S Ahn, A Koratticara, M Welling
International Conference on Machine Learning 2012 (ICML'12), 2012
3712012
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
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
2632020
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
2512017
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
1932007
A Neural Knowledge Language Model
S Ahn, H Choi, T Pärnamaa, Y Bengio
arXiv preprint arXiv:1608.00318, 2016
1552016
SCALOR: Generative World Models with Scalable Object Representations
J Jiang*, S Janghorbani*, G de Melo, S Ahn
arXiv preprint arXiv:1910.02384, 2019
151*2019
Illiterate DALLE Learns to Compose
G Singh, F Deng, S Ahn
International Conference on Learning Representations 2022 (ICLR'22), 2022
148*2022
Distributed Stochastic Gradient MCMC
S Ahn, B Shahbaba, M Welling
International Conference on Machine Learning 2014 (ICML'14), 2014
1312014
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
1252022
Hierarchical Memory Networks
S Chandar, S Ahn, H Larochelle, P Vincent, G Tesauro, Y Bengio
arXiv preprint arXiv:1605.07427, 2016
1122016
TransDreamer: Reinforcement Learning with Transformer World Models
C Chen, YF Wu, J Yoon, S Ahn
arXiv preprint arXiv:2202.09481, 2022
1012022
Variational Temporal Abstraction
T Kim, S Ahn*, Y Bengio*
Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019
912019
Sequential Neural Processes
G Singh, J Yoon, Y Son, S Ahn
Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019
912019
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
842020
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
742015
Generative Neurosymbolic Machines
J Jiang, S Ahn
Advances in Neural Information Processing Systems 2020 (NeurIPS'20), 2020
682020
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