Self-Supervised Learning

Learning Articulated Motions From Visual Demonstration RSS 2014 Learning-by-Synthesis for Appearance-based 3D Gaze Estimation CVPR 2014 Learning Polynomials with Neural Networks ICML 2014 Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition CVPR 2014 Marginalized Denoising Auto-encoders for Nonlinear Representations ICML 2014 Pre-training of Recurrent Neural Networks via Linear Autoencoders NeurIPS 2014 Self-Paced Learning with Diversity NeurIPS 2014 Timing-Based Local Descriptor for Dynamic Surfaces CVPR 2014 Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis CVPR 2013 Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data ICML 2013 Learning Semantic Maps from Natural Language Descriptions RSS 2013 Learning Stochastic Feedforward Neural Networks NeurIPS 2013 Learning Trees from Strings: A Strong Learning Algorithm for some Context-Free Grammars JMLR 2013 Learning with Marginalized Corrupted Features ICML 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Nonparametric Blind Super-resolution ICCV 2013 Reservoir Boosting : Between Online and Offline Ensemble Learning NeurIPS 2013 Top-down particle filtering for Bayesian decision trees ICML 2013 Training Energy-Based Models for Time-Series Imputation JMLR 2013 Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots CVPR 2013 Wavelets on Graphs via Deep Learning NeurIPS 2013 Cardinality Restricted Boltzmann Machines NeurIPS 2012 Cocktail Party Processing via Structured Prediction NeurIPS 2012 Deep Learning of Invariant Features via Simulated Fixations in Video NeurIPS 2012 Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress NeurIPS 2012