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Metric Learning

2800 directly classified papers

Papers per year

Papers

Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023
Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations AISTATS 2023
Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors EMNLP 2023
Frequency Guidance Matters in Few-Shot Learning ICCV 2023
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval CVPR 2023
Tanimoto Random Features for Scalable Molecular Machine Learning NIPS 2023
Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation ICCV 2023
Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization CVPR 2023
Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance ICCV 2023
Foreground Object Search by Distilling Composite Image Feature ICCV 2023
Implicit Identity Driven Deepfake Face Swapping Detection CVPR 2023
Exploring Temporal Concurrency for Video-Language Representation Learning ICCV 2023
Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation ICCV 2023
Generalized Sum Pooling for Metric Learning ICCV 2023
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training ICCV 2023
Combating Noisy Labels with Sample Selection by Mining High-Discrepancy Examples ICCV 2023
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization CVPR 2023
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image Retrieval ICCV 2023
Matching Map Recovery with an Unknown Number of Outliers AISTATS 2023
Pairwise Similarity Learning is SimPLE ICCV 2023
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation JMLR 2023
LightGlue: Local Feature Matching at Light Speed ICCV 2023
Finding Generalization Measures by Contrasting Signal and Noise ICML 2023
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search ICCV 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023