Metric Learning

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025 Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining ICLR 2025 SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations CVPR 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation ICLR 2025 Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025 Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation ICCV 2025 Solving Instance Detection from an Open-World Perspective CVPR 2025 Spherical Tree-Sliced Wasserstein Distance ICLR 2025 Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning AAAI 2025 STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning ICLR 2025 SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025 Supervised and Semi-Supervised Diffusion Maps with Label-Driven Diffusion ICLR 2025 Synchronization of Multiple Videos ICCV 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025 Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025 Temperature in Cosine-based Softmax Loss ICCV 2025 Text Anomaly Detection with Simplified Isolation Kernel EMNLP 2025 Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval AAAI 2025 TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025 T-MDML: Triplet-based Multiple Distance Metric Learning for Multi-Instance Multi-Label Classification with Label Correlation AAAI 2025 TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm WACV 2025 Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025 Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness COLING 2025 Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation ICLR 2025