Self-Supervised Learning

Discovering States and Transformations in Image Collections CVPR 2015 Efficient Label Collection for Unlabeled Image Datasets CVPR 2015 External Patch Prior Guided Internal Clustering for Image Denoising ICCV 2015 FlowNet: Learning Optical Flow With Convolutional Networks ICCV 2015 Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015 Learning Wake-Sleep Recurrent Attention Models NeurIPS 2015 Semi-supervised Sequence Learning NeurIPS 2015 Single Image 3D Without a Single 3D Image ICCV 2015 Single Image Super-Resolution From Transformed Self-Exemplars CVPR 2015 Watch-n-Patch: Unsupervised Understanding of Actions and Relations CVPR 2015 6 Seconds of Sound and Vision: Creativity in Micro-Videos CVPR 2014 Active Sampling for Subjective Image Quality Assessment CVPR 2014 DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition CVPR 2014 Feedforward Learning of Mixture Models NeurIPS 2014 Learning with Pseudo-Ensembles NeurIPS 2014 Marginalized Denoising Auto-encoders for Nonlinear Representations ICML 2014 Simultaneous Localization and Calibration: Self-Calibration of Consumer Depth Cameras CVPR 2014 Unsupervised learning of an efficient short-term memory network NeurIPS 2014 Learning a Deep Compact Image Representation for Visual Tracking NeurIPS 2013 Learning invariant representations and applications to face verification NeurIPS 2013 Learning Stochastic Feedforward Neural Networks NeurIPS 2013 Pedestrian Detection with Unsupervised Multi-stage Feature Learning CVPR 2013 Top-Down Regularization of Deep Belief Networks NeurIPS 2013 Cardinality Restricted Boltzmann Machines NeurIPS 2012 Deep Learning of Invariant Features via Simulated Fixations in Video NeurIPS 2012