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Metric Learning

2800 directly classified papers

Papers per year

Papers

Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance NIPS 2023
Robust Concept Erasure via Kernelized Rate-Distortion Maximization NIPS 2023
Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective NIPS 2023
Semantic Similarity Models for Depression Severity Estimation EMNLP 2023
Sequential Kernelized Independence Testing ICML 2023
Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry ICML 2023
Convolutional Persistence as a Remedy to Neural Model Analysis AISTATS 2023
Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization CVPR 2023
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification INTERSPEECH 2023
UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation SEMEVAL 2023
Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023
Why do Nearest Neighbor Language Models Work? ICML 2023
Implicit Identity Driven Deepfake Face Swapping Detection CVPR 2023
Rotation-Invariant Transformer for Point Cloud Matching CVPR 2023
GPTCache: An Open-Source Semantic Cache for LLM Applications Enabling Faster Answers and Cost Savings EMNLP 2023
ChiWUG: A Graph-based Evaluation Dataset for Chinese Lexical Semantic Change Detection EMNLP 2023
Equiangular Basis Vectors CVPR 2023
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023
Improving word mover’s distance by leveraging self-attention matrix EMNLP 2023
WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment EMNLP 2023
Unified Coarse-to-Fine Alignment for Video-Text Retrieval ICCV 2023
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023
Towards Reference-free Text Simplification Evaluation with a BERT Siamese Network Architecture ACL 2023
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization ICML 2023
Revisiting Prototypical Network for Cross Domain Few-Shot Learning CVPR 2023