Deep Learning

Action Recognition With Trajectory-Pooled Deep-Convolutional Descriptors CVPR 2015 Active Learning from Weak and Strong Labelers NeurIPS 2015 ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015 A Data-Driven Metric for Comprehensive Evaluation of Saliency Models ICCV 2015 A Discriminative CNN Video Representation for Event Detection CVPR 2015 Adversarial Prediction Games for Multivariate Losses NeurIPS 2015 A Dynamic Convolutional Layer for Short Range Weather Prediction CVPR 2015 A fast, universal algorithm to learn parametric nonlinear embeddings NeurIPS 2015 Aggregating Local Deep Features for Image Retrieval ICCV 2015 A la Carte – Learning Fast Kernels AISTATS 2015 Aligning 3D Models to RGB-D Images of Cluttered Scenes CVPR 2015 A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence Analysis ICML 2015 A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle CVPR 2015 An Empirical Exploration of Recurrent Network Architectures ICML 2015 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015 An Improved Deep Learning Architecture for Person Re-Identification CVPR 2015 A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis ICCV 2015 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NeurIPS 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015 A Recurrent Latent Variable Model for Sequential Data NeurIPS 2015 Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question NeurIPS 2015 Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors CVPR 2015 Associative Memory via a Sparse Recovery Model NeurIPS 2015 A Stable Multi-Scale Kernel for Topological Machine Learning CVPR 2015