Kelvin Xu
Kelvin Xu
PhD Student at UC Berkeley
Verified email at berkeley.edu - Homepage
TitleCited byYear
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
K Xu, J Ba, R Kiros, K Cho, A Courville, R Salakhutdinov, R Zemel, ...
International Conference on Machine Learning (ICML) 2 (3), 5, 2015
36942015
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
5082016
An actor-critic algorithm for sequence prediction
D Bahdanau, P Brakel, K Xu, A Goyal, R Lowe, J Pineau, A Courville, ...
International Conference on Learning Representations (2017), 2016
2392016
On integrating a language model into neural machine translation
C Gulcehre, O Firat, K Xu, K Cho, Y Bengio
Computer Speech & Language 45, 137-148, 2017
185*2017
Bridging the gap between value and policy based reinforcement learning
O Nachum, M Norouzi, K Xu, D Schuurmans
Advances in Neural Information Processing Systems, 2775-2785, 2017
1042017
Probabilistic model-agnostic meta-learning
C Finn, K Xu, S Levine
Advances in Neural Information Processing Systems, 9516-9527, 2018
572018
Unsupervised perceptual rewards for imitation learning
P Sermanet, K Xu, S Levine
Robotics: Science and Systems (RSS 2017), 2016
402016
Trust-pcl: An off-policy trust region method for continuous control
O Nachum, M Norouzi, K Xu, D Schuurmans
International Conference on Learning Representations (2018), 2018
392018
Learning a prior over intent via meta-inverse reinforcement learning
K Xu, E Ratner, A Dragan, S Levine, C Finn
arXiv preprint arXiv:1805.12573, 2018
12*2018
Meta-dataset: A dataset of datasets for learning to learn from few examples
E Triantafillou, T Zhu, V Dumoulin, P Lamblin, K Xu, R Goroshin, ...
arXiv preprint arXiv:1903.03096, 2019
112019
A Controller-Recognizer Framework: How necessary is recognition for control?
M Moczulski, K Xu, A Courville, K Cho
arXiv preprint arXiv:1511.06428, 2015
22015
Exploring Attention Based Model for Captioning Images
K Xu
2018
Visual attention for deep neural nets [captioning]
K Xu, J Ba, R Kiros, K Cho, A Courville, R Salakhutdinov, R Zemel, ...
2016
Appendix for Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
E Triantafillou, T Zhu, V Dumoulin, P Lamblin, K Xu, R Goroshin, ...
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