Metric Learning

EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024 Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024 Efficient LLM Scheduling by Learning to Rank NeurIPS 2024 EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024 Embedding Dimension of Contrastive Learning and k-Nearest Neighbors NeurIPS 2024 Embedding Learning for Preference-based Speech Quality Assessment Interspeech 2024 Enabling Cross-Platform Comparison of Online Communities Using Content and Opinion Similarity EMNLP 2024 Enhanced Face Recognition using Intra-class Incoherence Constraint ICLR 2024 Enhancing Cross-modal Completion and Alignment for Unsupervised Incomplete Text-to-Image Person Retrieval IJCAI 2024 Enhancing Diverse Intra-Identity Representation for Visible-Infrared Person Re-Identification WACV 2024 Enhancing Multimodal Cooperation via Sample-level Modality Valuation CVPR 2024 Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection NeurIPS 2024 Enriching Disentanglement: From Logical Definitions to Quantitative Metrics NeurIPS 2024 Entity Linking in the Job Market Domain EACL 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024 Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods CVPR 2024 Exploring Internal Numeracy in Language Models: A Case Study on ALBERT COLING 2024 Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning ACL 2024 FaceCoresetNet: Differentiable Coresets for Face Set Recognition AAAI 2024 FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval AAAI 2024 Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024 Fast Exact Retrieval for Nearest-neighbor Lookup (FERN) NAACL 2024 Fermat Distances: Metric Approximation, Spectral Convergence, and Clustering Algorithms JMLR 2024 FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning NeurIPS 2024 FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators ICLR 2024