Metric Learning

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models ICLR 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions ICCV 2025 Quake: Adaptive Indexing for Vector Search OSDI 2025 Query Variant Detection Using Retriever as Environment NAACL 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025 ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025 Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation CVPR 2025 RESfM: Robust Deep Equivariant Structure from Motion ICLR 2025 ReSi: A Comprehensive Benchmark for Representational Similarity Measures ICLR 2025 Residualized Similarity for Faithfully Explainable Authorship Verification EMNLP 2025 Rethinking Graph Contrastive Learning Through Relative Similarity Preservation IJCAI 2025 Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers CVPR 2025 Rethinking Word Similarity: Semantic Similarity through Classification Confusion NAACL 2025 ReTracker: Exploring Image Matching for Robust Online Any Point Tracking ICCV 2025 Retrieving Argument Graphs Using Vision Transformers ACL 2025 RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025 Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025 Robust Point Matching with Distance Profiles JMLR 2025 RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph ACL 2025 RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SemEval 2025 S4M: S4 for multivariate time series forecasting with Missing values ICLR 2025 Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition ACL 2025 Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings ICCV 2025