Metric Learning

Entangled Kernels IJCAI 2019 Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019 Explore-Exploit Graph Traversal for Image Retrieval CVPR 2019 Extensible Cross-Modal Hashing IJCAI 2019 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NeurIPS 2019 Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding AAAI 2019 Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training ICCV 2019 Finding Task-Relevant Features for Few-Shot Learning by Category Traversal CVPR 2019 Fisher-Rao Metric, Geometry, and Complexity of Neural Networks AISTATS 2019 f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019 Function-Space Distributions over Kernels NeurIPS 2019 Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation EMNLP 2019 General parallel optimization a without metric ALT 2019 GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs NeurIPS 2019 GOT: An Optimal Transport framework for Graph comparison NeurIPS 2019 Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019 Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019 Graph Space Embedding IJCAI 2019 Ground-to-Aerial Image Geo-Localization With a Hard Exemplar Reweighting Triplet Loss ICCV 2019 Guided Similarity Separation for Image Retrieval NeurIPS 2019 Hardness-Aware Deep Metric Learning CVPR 2019 Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison Interspeech 2019 Heterogeneous Graph Matching Networks for Unknown Malware Detection IJCAI 2019 Hierarchical Optimal Transport for Document Representation NeurIPS 2019 How Similar Are Two Elections? AAAI 2019