David Acuna

Gated-SCNN: Gated Shape CNNs for Semantic Segmentation

Towaki Takikawa, David Acuna, Varun Jampani et al. · 2019 · 709 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

David Acuna, Huan Ling, Amlan Kar et al. · 2018 · 419 citations

Geometric Learning, Convolutional Neural Network, Data Annotation +20

Gated-SCNN: Gated Shape CNNs for Semantic Segmentation

Towaki Takikawa, David Acuna, Varun Jampani et al. · arXiv (Cornell University) · 2019 · 114 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization

Jonathan Tremblay, Aayush Prakash, David Acuna et al. · 2018 · 93 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Object Instance Annotation With Deep Extreme Level Set Evolution

Zian Wang, David Acuna, Huan Ling et al. · 2019 · 86 citations

Artificial Intelligence, Data Annotation, Scene Analysis +22