Deep Learning

Black Box Variational Inference AISTATS 2014 Blind Image Quality Assessment using Semi-supervised Rectifier Networks CVPR 2014 Bregman Alternating Direction Method of Multipliers NeurIPS 2014 Classification of Histology Sections via Multispectral Convolutional Sparse Coding CVPR 2014 Collective Matrix Factorization Hashing for Multimodal Data CVPR 2014 Combining the benefits of function approximation and trajectory optimization RSS 2014 Communication Efficient Distributed Machine Learning with the Parameter Server NeurIPS 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Consistent Binary Classification with Generalized Performance Metrics NeurIPS 2014 Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Context Driven Scene Parsing with Attention to Rare Classes CVPR 2014 Convex Deep Learning via Normalized Kernels NeurIPS 2014 Convolutional Kernel Networks NeurIPS 2014 Convolutional Neural Network Architectures for Matching Natural Language Sentences NeurIPS 2014 Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR 2014 Curvilinear Structure Tracking by Low Rank Tensor Approximation with Model Propagation CVPR 2014 Deblurring Low-light Images with Light Streaks CVPR 2014 Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014 Decoupled Variational Gaussian Inference NeurIPS 2014 Deep AutoRegressive Networks ICML 2014 Deep Convolutional Neural Network for Image Deconvolution NeurIPS 2014 DeepFace: Closing the Gap to Human-Level Performance in Face Verification CVPR 2014 Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters CVPR 2014 Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NeurIPS 2014 Deep Generative Stochastic Networks Trainable by Backprop ICML 2014