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Metric Learning

172 directly classified papers

Papers per year

Papers

Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
Adaptive Hyper-parameter Learning for Deep Semantic Retrieval EMNLP 2023
Prompt-Based Metric Learning for Few-Shot NER ACL 2023
Image-Text Pre-Training for Logo Recognition WACV 2023
Data-Efficient Large Scale Place Recognition With Graded Similarity Supervision CVPR 2023
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation NIPS 2023
Geometry-Aware Adaptation for Pretrained Models NIPS 2023
Body Part-Based Representation Learning for Occluded Person Re-Identification WACV 2023
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023
Similarity Metric Learning for RGB-Infrared Group Re-Identification CVPR 2023
Robust Prototype Learning for Anomalous Sound Detection INTERSPEECH 2023
Equiangular Basis Vectors CVPR 2023
A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection AAAI 2023
Don’t Mess with Mister-in-Between: Improved Negative Search for Knowledge Graph Completion EACL 2023
Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023
Interval Bound Interpolation for Few-shot Learning with Few Tasks ICML 2023
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression AAAI 2023
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID CVPR 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning ACL 2023
Markovian Sliced Wasserstein Distances: Beyond Independent Projections NIPS 2023
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022