Metric Learning

Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment COLING 2025 Fast unsupervised ground metric learning with tree-Wasserstein distance ICLR 2025 Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025 Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling AAAI 2025 Few-shot Personalized Scanpath Prediction CVPR 2025 FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching CVPR 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025 From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in Ukrainian EMNLP 2025 G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025 GECO: Geometrically Consistent Embedding with Lightspeed Inference ICCV 2025 GeoMM: On Geodesic Perspective for Multi-modal Learning CVPR 2025 GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025 Global Ground Metric Learning with Applications to scRNA data AISTATS 2025 GMValuator: Similarity-based Data Valuation for Generative Models ICLR 2025 GOAL: Global-local Object Alignment Learning CVPR 2025 GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching ICLR 2025 GRAML: Goal Recognition As Metric Learning IJCAI 2025 Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025 Graph Sparsification via Mixture of Graphs ICLR 2025 GraSP: Simple Yet Effective Graph Similarity Predictions AAAI 2025 GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space ICCV 2025 Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems ACL 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025