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01/26/2020
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos
Unsupervised landmark learning is the task of learning semantic keypoint...
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09/06/2019
Video Interpolation and Prediction with Unsupervised Landmarks
Prediction and interpolation for long-range video data involves the comp...
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06/13/2019
Unsupervised Video Interpolation Using Cycle Consistency
Learning to synthesize high frame rate videos via interpolation requires...
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07/24/2018
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation
Deep neural networks have largely failed to effectively utilize syntheti...
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06/15/2017
Human-like Clustering with Deep Convolutional Neural Networks
Classification and clustering have been studied separately in machine le...
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12/17/2014
Flattened Convolutional Neural Networks for Feedforward Acceleration
We present flattened convolutional neural networks that are designed for...
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06/01/2013
An Analysis of the Connections Between Layers of Deep Neural Networks
We present an analysis of different techniques for selecting the connect...
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01/13/2013
Clustering Learning for Robotic Vision
We present the clustering learning technique applied to multi-layer feed...
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09/12/2012