Metric Learning

Monocular Relative Depth Perception With Web Stereo Data Supervision CVPR 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 Multi-view Metric Learning in Vector-valued Kernel Spaces AISTATS 2018 Multiway Attention Networks for Modeling Sentence Pairs IJCAI 2018 Neural Network based Extreme Classification and Similarity Models for Product Matching NAACL 2018 Nonparametric Preference Completion AISTATS 2018 Norm-Ranging LSH for Maximum Inner Product Search NeurIPS 2018 OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 Online Heterogeneous Transfer Metric Learning IJCAI 2018 Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis ICML 2018 Peperomia at SemEval-2018 Task 2: Vector Similarity Based Approach for Emoji Prediction SemEval 2018 Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NeurIPS 2018 Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR 2018 Point Set Registration for Unsupervised Bilingual Lexicon Induction IJCAI 2018 Random Warping Series: A Random Features Method for Time-Series Embedding AISTATS 2018 Ranking Median Regression: Learning to Order through Local Consensus ALT 2018 Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018 Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018 Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018 Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts COLING 2018 RetGK: Graph Kernels based on Return Probabilities of Random Walks NeurIPS 2018 Retrieval of the Best Counterargument without Prior Topic Knowledge ACL 2018 Revisiting (ε, γ, τ)-similarity learning for domain adaptation NeurIPS 2018 Ring Loss: Convex Feature Normalization for Face Recognition CVPR 2018 Robust Acoustic Event Classification Using Bag-of-Visual-Words Interspeech 2018