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Metric Learning

2800 directly classified papers

Papers per year

Papers

Metaphor Detection via Explicit Basic Meanings Modelling ACL 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023
Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023
Measuring and Controlling Divisiveness in Rank Aggregation IJCAI 2023
GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023
Content-Based Music-Image Retrieval Using Self- and Cross-Modal Feature Embedding Memory WACV 2023
Prompt-Based Metric Learning for Few-Shot NER ACL 2023
Is the ranking of PubMed similar articles good enough? An evaluation of text similarity methods for three datasets ACL 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation ACL 2023
Open Anomalous Trajectory Recognition via Probabilistic Metric Learning IJCAI 2023
Quantifying the Variability Collapse of Neural Networks ICML 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023
Relation Preserving Triplet Mining for Stabilising the Triplet Loss In re-Identification Systems WACV 2023
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023
Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks ICML 2023
User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems ICML 2023
Small Transformers Compute Universal Metric Embeddings JMLR 2023
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration ICML 2023
Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers ACL 2023
Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023
PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023