Metric Learning

Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025 MuseScorer: Idea Originality Scoring At Scale EMNLP 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 Negative Metric Learning for Graphs IJCAI 2025 Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025 NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025 Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025 Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ACL 2025 OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025 Offline Model-Based Optimization by Learning to Rank ICLR 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025 PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025 PEMV: Improving Spatial Distribution for Emotion Recognition in Conversations Using Proximal Emotion Mean Vectors NAACL 2025 PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching ICLR 2025 PhyloLM: Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks ICLR 2025 Physics-informed Temporal Difference Metric Learning for Robot Motion Planning ICLR 2025 PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025 PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization EMNLP 2025 Potential Field Based Deep Metric Learning CVPR 2025 Precedence-Constrained Winter Value for Effective Graph Data Valuation ICLR 2025 Predicate Hierarchies Improve Few-Shot State Classification ICLR 2025 Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR 2025 Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ACL 2025 Progressive Correspondence Regenerator for Robust 3D Registration CVPR 2025