Metric Learning

HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference ACL 2025 Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025 Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters AAAI 2025 HomoMatcher: Achieving Dense Feature Matching with Semi-Dense Efficiency by Homography Estimation AAAI 2025 How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings ICLR 2025 Hubness Change Point Detection AAAI 2025 HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025 Identity-Text Video Corpus Grounding AAAI 2025 Implicit Relative Labeling-Importance Aware Multi-Label Metric Learning AAAI 2025 Improving Document Retrieval Coherence for Semantically Equivalent Queries IJCNLP 2025 Improving Large Language Model Planning with Action Sequence Similarity ICLR 2025 Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025 Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency ICLR 2025 ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences ICLR 2025 In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation NAACL 2025 Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025 Intermediate Connectors and Geometric Priors for Language-Guided Affordance Segmentation on Unseen Object Categories ICCV 2025 Int*-Match: Balancing Intra-Class Compactness and Inter-Class Discrepancy for Semi-Supervised Speaker Recognition AAAI 2025 Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025 Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching ICLR 2025 Learning to Select In-Context Demonstration Preferred by Large Language Model ACL 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025 Less is More: The Effectiveness of Compact Typological Language Representations EMNLP 2025 Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting ICLR 2025 Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025