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Metric Learning

2800 directly classified papers

Papers per year

Papers

Characteristic and Universal Tensor Product Kernels JMLR 2018
Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018
Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018
OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018
H-Net: Neural Network for Cross-domain Image Patch Matching IJCAI 2018
A Deep Learning Approach to Assessing Non-native Pronunciation of English Using Phone Distances INTERSPEECH 2018
Improving Sign Random Projections With Additional Information ICML 2018
Improved nearest neighbor search using auxiliary information and priority functions ICML 2018
Cosine Metric Learning for Speaker Verification in the I-vector Space INTERSPEECH 2018
Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding CVPR 2018
Learning to Find Good Correspondences CVPR 2018
Learning Deep Descriptors With Scale-Aware Triplet Networks CVPR 2018
Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018
Specialising Word Vectors for Lexical Entailment NAACL 2018
Towards a Variability Measure for Multiword Expressions NAACL 2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings ICML 2018
A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization ICML 2018
CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization CVPR 2018
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018
Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking IJCAI 2018
Generalization Bounds for Regularized Pairwise Learning IJCAI 2018
Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018
Unsupervised Domain Adaptation With Similarity Learning CVPR 2018