Kelvin Xu
Kelvin Xu
PhD Student at UC Berkeley
Verified email at - Homepage
Cited by
Cited by
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
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
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
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
Probabilistic model-agnostic meta-learning
C Finn*, K Xu*, S Levine
arXiv preprint arXiv:1806.02817, 2018
Bridging the gap between value and policy based reinforcement learning
O Nachum, M Norouzi, K Xu, D Schuurmans
arXiv preprint arXiv:1702.08892, 2017
Meta-dataset: A dataset of datasets for learning to learn from few examples
E Triantafillou, T Zhu, V Dumoulin, P Lamblin, U Evci, K Xu, R Goroshin, ...
arXiv preprint arXiv:1903.03096, 2019
Unsupervised perceptual rewards for imitation learning
P Sermanet*, K Xu*, S Levine
Robotics: Science and Systems (RSS 2017), 2016
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
Learning a prior over intent via meta-inverse reinforcement learning
K Xu, E Ratner, A Dragan, S Levine, C Finn
International Conference on Machine Learning, 6952-6962, 2019
Continual Learning of Control Primitives: Skill Discovery via Reset-Games
K Xu*, S Verma*, C Finn, S Levine
arXiv preprint arXiv:2011.05286, 2020
Reset-Free Reinforcement Learning via Multi-Task Learning: Learning Dexterous Manipulation Behaviors without Human Intervention
A Gupta, J Yu, TZ Zhao, V Kumar, A Rovinsky, K Xu, T Devlin, S Levine
arXiv preprint arXiv:2104.11203, 2021
A Controller-Recognizer Framework: How necessary is recognition for control?
M Moczulski, K Xu, A Courville, K Cho
arXiv preprint arXiv:1511.06428, 2015
Exploring Attention Based Model for Captioning Images
K Xu
Automatically inferring task context for continual learning
J Collins, K Xu, B Olshausen, B Cheung
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