N. Siddharth
N. Siddharth
Reader in Explainable AI, University of Edinburgh
Email confirmado em iffsid.com - Página inicial
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Learning disentangled representations with semi-supervised deep generative models
N Siddharth, TB Paige, JW Van de Meent, A Desmaison, N Goodman, ...
Advances in Neural Information Processing Systems, 5925-5935, 2017
1782017
Recognize human activities from partially observed videos
Y Cao, D Barrett, A Barbu, N Siddharth, H Yu, A Michaux, Y Lin, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
1642013
Video In Sentences Out
A Barbu, A Bridge, Z Burchill, D Coroian, S Dickinson, S Fidler, A Michaux, ...
UAI, 102-112, 2012
1342012
Structured disentangled representations
B Esmaeili, H Wu, S Jain, A Bozkurt, N Siddharth, B Paige, DH Brooks, ...
Proceedings of the 22nd International Conference on Artificial Intelligence …, 2018
60*2018
Playing doom with slam-augmented deep reinforcement learning
S Bhatti, A Desmaison, O Miksik, N Nardelli, N Siddharth, PHS Torr
arXiv preprint arXiv:1612.00380, 2016
522016
Seeing What You’re Told: Sentence-Guided Activity Recognition in Video
N Siddharth, A Barbu, JM Siskind
Proceedings of the 27th IEEE Conference on Computer Vision and Pattern …, 2014
43*2014
Disentangling Disentanglement in Variational Autoencoders
E Mathieu, T Rainforth, N Siddharth, YW Teh
International Conference on Machine Learning, 4402-4412, 2019
422019
Seeing is worse than believing: Reading people’s minds better than computer-vision methods recognize actions
A Barbu, DP Barrett, W Chen, N Siddharth, C Xiong, JJ Corso, ...
European Conference on Computer Vision, 612-627, 2014
392014
A compositional framework for grounding language inference, generation, and acquisition in video
H Yu, N Siddharth, A Barbu, JM Siskind
Journal of Artificial Intelligence Research 52, 601-713, 2015
342015
Revisiting reweighted wake-sleep for models with stochastic control flow
TA Le, AR Kosiorek, N Siddharth, YW Teh, F Wood
arXiv preprint arXiv:1805.10469, 2018
27*2018
Simultaneous Object Detection, Tracking, and Event Recognition
A Barbu, N Siddharth, A Michaux, JM Siskind
Advances in Cognitive Systems 2, 203-220, 2012
272012
Learning physically-instantiated game play through visual observation
A Barbu, N Siddharth, JM Siskind
Robotics and Automation (ICRA), 2010 IEEE International Conference on, 1879-1886, 2010
252010
FlipDial: A generative model for two-way visual dialogue
D Massiceti, N Siddharth, PK Dokania, PHS Torr
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018
232018
Faithful inversion of generative models for effective amortized inference
S Webb, A Golinski, R Zinkov, N Siddharth, T Rainforth, YW Teh, F Wood
Advances in Neural Information Processing Systems, 3074-3084, 2018
172018
Saying what you're looking for: Linguistics meets video search
DP Barrett, A Barbu, N Siddharth, JM Siskind
IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (10), 2069 …, 2015
162015
Correlating videos and sentences
JM Siskind, A Barbu, N Siddharth, H Yu
US Patent 9,183,466, 2015
152015
Visual dialogue without vision or dialogue
D Massiceti, PK Dokania, N Siddharth, PHS Torr
arXiv preprint arXiv:1812.06417, 2018
112018
Variational mixture-of-experts autoencoders for multi-modal deep generative models
Y Shi, N Siddharth, B Paige, P Torr
Advances in Neural Information Processing Systems, 15718-15729, 2019
92019
A semi-supervised deep generative model for human body analysis
R de Bem, A Ghosh, T Ajanthan, O Miksik, N Siddharth, P Torr
Proceedings of the European Conference on Computer Vision (ECCV), 0-0, 2018
92018
A conditional deep generative model of people in natural images
R De Bem, A Ghosh, A Boukhayma, T Ajanthan, N Siddharth, P Torr
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1449-1458, 2019
82019
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