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Metric Learning

2800 directly classified papers

Papers per year

Papers

Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings ACL 2025
TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ACL 2025
Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025
UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy ACL 2025
HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
Dense Retrieval with Quantity Comparison Intent ACL 2025
Close Imitation of Expert Retouching for Black-and-White Photography CVPR 2024
Efficient LLM Scheduling by Learning to Rank NIPS 2024
Perception-Inspired Graph Convolution for Music Understanding Tasks IJCAI 2024
Light Unbalanced Optimal Transport NIPS 2024
Latent Functional Maps: a spectral framework for representation alignment NIPS 2024
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions CVPR 2024
Active preference learning for ordering items in- and out-of-sample NIPS 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
Text2Loc: 3D Point Cloud Localization from Natural Language CVPR 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection NIPS 2024
REMATCH: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity NAACL 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding NIPS 2024
Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024
On the impact of several regularization techniques on label noise robustness of self-supervised speaker verification systems INTERSPEECH 2024