7 citations · 34 across the 10 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 3 cited
Learning to Associate Words and Images Using a Large-scale Graph
Heqing Ya, Haonan Sun, Jeffrey Helt +1
We develop an approach for unsupervised learning of associations between co-occurring perceptual events using a large graph. We applied this approach to successfully solve the imag…
cs.CV2017★ 3 cited
Learning Robust Object Recognition Using Composed Scenes from Generative Models
Hao Wang, Xingyu Lin, Yimeng Zhang +1
Recurrent feedback connections in the mammalian visual system have been hypothesized to play a role in synthesizing input in the theoretical framework of analysis by synthesis. The…
cs.CV2017★ 7 cited
Transfer of View-manifold Learning to Similarity Perception of Novel Objects
Xingyu Lin, Hao Wang, Zhihao Li +3
We develop a model of perceptual similarity judgment based on re-training a deep convolution neural network (DCNN) that learns to associate different views of each 3D object to cap…