Publications
Deep spatial autoencoders for visuomotor learning.
IEEE International Conference on Robotics and Automation (ICRA). 512-519.
(2016).
(2013). Deformable Part Models are Convolutional Neural Networks.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 437-446.
(2015).
(2014).
(2012). Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2883-2891.
(2015).
(2012).
(2013).
(2008).
(2013).
(2009).
End-to-end training of deep visuomotor policies.
Journal of Machine Learning Research. 17, 1–40.
(2016).
(2010).
(2012).
Factorized Orthogonal Latent Spaces.
701-708.
(2010).
(2009).
(2009).
(2011). Fine-grained pose prediction, normalization, and recognition.
CoRR. abs/1511.07063,
(2015).
(2010).
(2012). Fully Convolutional Networks for Semantic Segmentation.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 3431-3440.
(2015). Fully Convolutional Networks for Semantic Segmentation.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 39(4), 640-651.
(2016). Gaussian Processes for Object Categorization.
International Journal of Computer Vision. 88(2), 169-188.
(2010). Generalized Sparselet Models for Real-Time Multiclass Object Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 1001-1012.
(2015).