Metric Learning

Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024 mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models EACL 2024 Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024 Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree NeurIPS 2024 Multi-View Randomized Kernel Classification via Nonconvex Optimization AAAI 2024 Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024 Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits NeurIPS 2024 Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024 Neural Architecture Retrieval ICLR 2024 Neural Embeddings for kNN Search in Biological Sequence AAAI 2024 Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries ICLR 2024 Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition EACL 2024 Non-negative Contrastive Learning ICLR 2024 Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024 Object Re-Identification From Point Clouds WACV 2024 On the impact of several regularization techniques on label noise robustness of self-supervised speaker verification systems Interspeech 2024 Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation IJCAI 2024 Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification NeurIPS 2024 Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies Interspeech 2024 Overview of PerspectiveArg2024 The First Shared Task on Perspective Argument Retrieval ACL 2024 Perception-Inspired Graph Convolution for Music Understanding Tasks IJCAI 2024 PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024 Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration CVPR 2024 Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024