David Acuna
David Acuna
Verified email at cs.toronto.edu - Homepage
TitleCited byYear
Training deep networks with synthetic data: Bridging the reality gap by domain randomization
J Tremblay, A Prakash, D Acuna, M Brophy, V Jampani, C Anil, T To, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
822018
Efficient interactive annotation of segmentation datasets with polygon-rnn++
D Acuna, H Ling, A Kar, S Fidler
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
552018
Structured domain randomization: Bridging the reality gap by context-aware synthetic data
A Prakash, S Boochoon, M Brophy, D Acuna, E Cameracci, G State, ...
2019 International Conference on Robotics and Automation (ICRA), 7249-7255, 2019
112019
Devil is in the edges: Learning semantic boundaries from noisy annotations
D Acuna, A Kar, S Fidler
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
72019
Meta-Sim: Learning to Generate Synthetic Datasets
A Kar, A Prakash, MY Liu, E Cameracci, J Yuan, M Rusiniak, D Acuna, ...
arXiv preprint arXiv:1904.11621, 2019
42019
Towards real-time detection and tracking of basketball players using deep neural networks
D Acuna
Conference on Neural Information Processing Systems, California, USA, 2017
42017
Object instance annotation with deep extreme level set evolution
Z Wang, D Acuna, H Ling, A Kar, S Fidler
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
32019
Gated-scnn: Gated shape cnns for semantic segmentation
T Takikawa, D Acuna, V Jampani, S Fidler
arXiv preprint arXiv:1907.05740, 2019
22019
Neural Turtle Graphics for Modeling City Road Layouts
H Chu, D Li, D Acuna, A Kar, M Shugrina, X Wei, MY Liu, A Torralba, ...
arXiv preprint arXiv:1910.02055, 2019
12019
Generating Class-conditional Images with Gradient-based Inference
B Xu, D Acuņa, D Duvenaud
NIPS Workshop in Constructive Machine Learning, 2016
12016
Unsupervised modeling of the movement of basketball players using a deep generative model
D Acuna
1
Supplementary Material: Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN+
D Acuna, H Ling, A Kar, S Fidler
Direct Optimization of the Latent Representation for Fast Conditional Generation
D Acuna, D Duvenaud
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Articles 1–13