Metric Learning

Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR 2016 Highlight Detection With Pairwise Deep Ranking for First-Person Video Summarization CVPR 2016 Improved Deep Metric Learning with Multi-class N-pair Loss Objective NeurIPS 2016 Learning a Metric Embedding for Face Recognition using the Multibatch Method NeurIPS 2016 Learning Deep Embeddings with Histogram Loss NeurIPS 2016 Learning Deep Structure-Preserving Image-Text Embeddings CVPR 2016 Local Similarity-Aware Deep Feature Embedding NeurIPS 2016 Matching Networks for One Shot Learning NeurIPS 2016 Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function CVPR 2016 Recurrent Convolutional Network for Video-Based Person Re-Identification CVPR 2016 Sketch Me That Shoe CVPR 2016 Supervised Word Mover's Distance NeurIPS 2016 Top-Push Video-Based Person Re-Identification CVPR 2016 Video2GIF: Automatic Generation of Animated GIFs From Video CVPR 2016 FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR 2015 Fine-Grained Visual Categorization via Multi-Stage Metric Learning CVPR 2015 Learning Deep Representations for Ground-to-Aerial Geolocalization CVPR 2015 Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015 Multi-Manifold Deep Metric Learning for Image Set Classification CVPR 2015 Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015 Regressive Virtual Metric Learning NeurIPS 2015 SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk NeurIPS 2015 Visalogy: Answering Visual Analogy Questions NeurIPS 2015 Large-Scale Visual Font Recognition CVPR 2014 Learning Fine-grained Image Similarity with Deep Ranking CVPR 2014