Deep Learning

Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015 \ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015 Embedding Inference for Structured Multilabel Prediction NeurIPS 2015 Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images NeurIPS 2015 Encoding Based Saliency Detection for Videos and Images CVPR 2015 End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression CVPR 2015 End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NeurIPS 2015 End-To-End Memory Networks NeurIPS 2015 Enforcing balance allows local supervised learning in spiking recurrent networks NeurIPS 2015 Equilibrated adaptive learning rates for non-convex optimization NeurIPS 2015 Escaping From Saddle Points — Online Stochastic Gradient for Tensor Decomposition COLT 2015 Evaluation of Output Embeddings for Fine-Grained Image Classification CVPR 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015 Exploring Models and Data for Image Question Answering NeurIPS 2015 Expressing an Image Stream with a Sequence of Natural Sentences NeurIPS 2015 External Patch Prior Guided Internal Clustering for Image Denoising ICCV 2015 FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR 2015 FAemb: A Function Approximation-Based Embedding Method for Image Retrieval CVPR 2015 FaLRR: A Fast Low Rank Representation Solver CVPR 2015 Fast and Flexible Convolutional Sparse Coding CVPR 2015 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Fast Classification Rates for High-dimensional Gaussian Generative Models NeurIPS 2015 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015