Representation Learning

Learning Video Saliency from Human Gaze Using Candidate Selection CVPR 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013 POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation CVPR 2013 Predicting an Object Location Using a Global Image Representation ICCV 2013 Real-Time No-Reference Image Quality Assessment Based on Filter Learning CVPR 2013 Recognizing Activities via Bag of Words for Attribute Dynamics CVPR 2013 RNADE: The real-valued neural autoregressive density-estimator NeurIPS 2013 Robust Object Co-detection CVPR 2013 Robust Region Grouping via Internal Patch Statistics CVPR 2013 Self-Paced Learning for Long-Term Tracking CVPR 2013 Sparse Output Coding for Large-Scale Visual Recognition CVPR 2013 Sparse Quantization for Patch Description CVPR 2013 Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 Translating Embeddings for Modeling Multi-relational Data NeurIPS 2013 Wavelets on Graphs via Deep Learning NeurIPS 2013 What Makes a Patch Distinct? CVPR 2013 Angular Quantization-based Binary Codes for Fast Similarity Search NeurIPS 2012 Clustering by Nonnegative Matrix Factorization Using Graph Random Walk NeurIPS 2012 Compressive neural representation of sparse, high-dimensional probabilities NeurIPS 2012 Deep Boltzmann Machines as Feed-Forward Hierarchies AISTATS 2012 Deep Learning of Invariant Features via Simulated Fixations in Video NeurIPS 2012 Deep Representations and Codes for Image Auto-Annotation NeurIPS 2012 Discriminative Learning of Sum-Product Networks NeurIPS 2012