Metric Learning

Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System EMNLP 2024 Learning to Rank for Optimal Treatment Allocation Under Resource Constraints AISTATS 2024 Learning Ultrametric Trees for Optimal Transport Regression AAAI 2024 Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content CoNLL 2024 Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024 LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures ICLR 2024 Light Unbalanced Optimal Transport NeurIPS 2024 Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging AAAI 2024 Linear Cross-Lingual Mapping of Sentence Embeddings ACL 2024 Linear Distance Metric Learning with Noisy Labels JMLR 2024 LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024 Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024 LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss NeurIPS 2024 LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation CVPR 2024 Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024 Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024 MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SemEval 2024 Matching Anything by Segmenting Anything CVPR 2024 Match More, Extract Better! Hybrid Matching Model for Open Domain Web Keyphrase Extraction ACL 2024 Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem ICLR 2024 Mean Field Theory in Deep Metric Learning ICLR 2024 Metric Distortion with Elicited Pairwise Comparisons IJCAI 2024 Metric Space Magnitude for Evaluating the Diversity of Latent Representations NeurIPS 2024 MGNet: Learning Correspondences via Multiple Graphs AAAI 2024 MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy ICLR 2024