Representation Learning

Action Recognition by Hierarchical Mid-Level Action Elements ICCV 2015 Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015 Adaptive Region Pooling for Object Detection CVPR 2015 Additive Nearest Neighbor Feature Maps ICCV 2015 A Deeper Look at Planning as Learning from Replay ICML 2015 A fast, universal algorithm to learn parametric nonlinear embeddings NeurIPS 2015 A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure NeurIPS 2015 Aggregating Local Deep Features for Image Retrieval ICCV 2015 A la Carte – Learning Fast Kernels AISTATS 2015 Alternating Co-Quantization for Cross-Modal Hashing ICCV 2015 A Matrix Decomposition Perspective to Multiple Graph Matching ICCV 2015 Analysis of Robust PCA via Local Incoherence NeurIPS 2015 A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NeurIPS 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 A Probabilistic Model for Dirty Multi-task Feature Selection ICML 2015 A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NeurIPS 2015 A Recurrent Latent Variable Model for Sequential Data NeurIPS 2015 A Scalable Algorithm for Structured Kernel Feature Selection AISTATS 2015 A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis CVPR 2015 A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015 A Supervised Low-Rank Method for Learning Invariant Subspaces ICCV 2015 A Topic Modeling Approach to Ranking AISTATS 2015 A totally unimodular view of structured sparsity AISTATS 2015 Attention-Based Models for Speech Recognition NeurIPS 2015