Metric Learning

Local Aggregation for Unsupervised Learning of Visual Embeddings ICCV 2019 Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond NeurIPS 2019 Lorentzian Distance Learning for Hyperbolic Representations ICML 2019 M^3RL: Mind-aware Multi-agent Management Reinforcement Learning ICLR 2019 Markov Random Fields for Collaborative Filtering NeurIPS 2019 Maximum-Margin Hamming Hashing ICCV 2019 Measuring Structural Similarities in Finite MDPs IJCAI 2019 Metric Learning for Adversarial Robustness NeurIPS 2019 Metric Learning for Dynamic Text Classification EMNLP 2019 Metric Learning for Image Registration CVPR 2019 Metric Learning on Healthcare Data with Incomplete Modalities IJCAI 2019 Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings ICCV 2019 MIC: Mining Interclass Characteristics for Improved Metric Learning ICCV 2019 Mining Polysemous Triplets with Recurrent Neural Networks for Spoken Language Understanding Interspeech 2019 Mitigating Uncertainty in Document Classification NAACL 2019 Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning ICCV 2019 Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover’s Distance Interspeech 2019 Modeling Uncertainty with Hedged Instance Embeddings ICLR 2019 MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance EMNLP 2019 Multi-branch Siamese Network for High Performance Online Visual Tracking ACML 2019 Multiclass Performance Metric Elicitation NeurIPS 2019 Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition IJCAI 2019 Multi-Relational Script Learning for Discourse Relations ACL 2019 Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning CVPR 2019 Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech Interspeech 2019