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Ilija Ilievski, PhD
Ilija Ilievski, PhD
Senior Research Fellow, Optimization, ISEM, NUS
Verified email at nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
CA Ilievski, Ilija and Akhtar, Taimoor and Feng, Jiashi and Shoemaker
AAAI'17: Proceedings of the Thirty-First AAAI Conference on Artificial …, 2017
155*2017
A focused dynamic attention model for visual question answering
I Ilievski, S Yan, J Feng
arXiv preprint arXiv:1604.01485, 2016
1322016
Multimodal Learning and Reasoning for Visual Question Answering
I Ilievski, J Feng
Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), 2017
472017
SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition
W Lei, X Wang, M Liu, I Ilievski, X He, MY Kan
International Joint Conference on Artificial Intelligence 26, 2017
452017
Personalized news recommendation based on implicit feedback
I Ilievski, S Roy
Proceedings of the 2013 international news recommender systems workshop and …, 2013
402013
Generative Attention Model with Adversarial Self-learning for Visual Question Answering
I Ilievski, J Feng
25th ACM MultiMedia Understanding, 2017
152017
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models
I Ilievski, J Feng
CVPR VQA workshop, 2017
112017
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series
M Poli, J Park, I Ilievski
International Joint Conferences on Artificial Intelligence Organization …, 2020
22020
Neural Optimizers with Hypergradients for Tuning Parameter-Wise Learning Rates
J Fu, R Ng, D Chen, I Ilievski, C Pal, TS Chua
ICML AutoML, 2017
22017
Representation Learning of Data with Multiple Modalities with Applications to Visual Question Answering
I Ilievski
PQDT-Global, 2018
2018
Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training
I Ilievski, J Feng
arXiv preprint arXiv:1608.00218, 2016
2016
Discovering Patterns of Urban Development in Skopje
S Gievska, O Marina, I Ilievski
9th Congress “Virtual City and Territory”, At Rome, Italy, 2013
2013
Discovering Patterns of Urban Development
I Ilievski, S Gievska, O Marina
2013
A Simple Word Interaction Model for Implicit Discourse Relation Recognition
W Lei, X Wang, M Liu, I Ilievski, X He, MY Kan
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Articles 1–14