embedding learning

I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022 Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 Learning and Evaluating Character Representations in Novels ACL 2022 Learning Contrastive Embedding in Low-Dimensional Space NeurIPS 2022 Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022 Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation AAAI 2022 Learning Where To Learn in Cross-View Self-Supervised Learning CVPR 2022 Matryoshka Representation Learning NeurIPS 2022 MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities IJCAI 2022 Multi-Modal Extreme Classification CVPR 2022 NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022 Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022 Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022 Non-Isotropy Regularization for Proxy-Based Deep Metric Learning CVPR 2022 Nonparametric Embeddings of Sparse High-Order Interaction Events ICML 2022 NTULM: Enriching Social Media Text Representations with Non-Textual Units COLING 2022 On Metric Learning for Audio-Text Cross-Modal Retrieval Interspeech 2022 On the Representation Collapse of Sparse Mixture of Experts NeurIPS 2022 OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022 PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022 Paraphrastic Representations at Scale EMNLP 2022 Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings AAAI 2022 PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022 Self-Taught Metric Learning Without Labels CVPR 2022