Metric Learning

Dense Retrieval with Quantity Comparison Intent ACL 2025 (De)-regularized Maximum Mean Discrepancy Gradient Flow JMLR 2025 DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025 Differentiable Optimization of Similarity Scores Between Models and Brains ICLR 2025 Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025 DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025 Discriminating image representations with principal distortions ICLR 2025 Distance-Based Tree-Sliced Wasserstein Distance ICLR 2025 Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025 Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models ICLR 2025 Droid: A Resource Suite for AI-Generated Code Detection EMNLP 2025 D.Va: Validate Your Demonstration First Before You Use It ACL 2025 DV-Matcher: Deformation-based Non-rigid Point Cloud Matching Guided by Pre-trained Visual Features CVPR 2025 Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025 Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025 Enhanced Graph Similarity Learning via Adaptive Multi-scale Feature Fusion IJCAI 2025 Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation NAACL 2025 Enhancing Semantic Clarity: Discriminative and Fine-grained Information Mining for Remote Sensing Image-Text Retrieval IJCAI 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples EMNLP 2025 Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025 Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning AAAI 2025 Exploring More from Multiple Gait Modalities for Human Identification AAAI 2025