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Metric Learning

2800 directly classified papers

Papers per year

Papers

Tanimoto Random Features for Scalable Molecular Machine Learning NIPS 2023
Topological RANSAC for instance verification and retrieval without fine-tuning NIPS 2023
Frequency Guidance Matters in Few-Shot Learning ICCV 2023
Measuring and Controlling Divisiveness in Rank Aggregation IJCAI 2023
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation JMLR 2023
Semantic Frame Induction with Deep Metric Learning EACL 2023
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation NIPS 2023
Foreground Object Search by Distilling Composite Image Feature ICCV 2023
Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023
Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance ICCV 2023
Ordered and Binary Speaker Embedding INTERSPEECH 2023
Cross-Modal Semantic Enhanced Interaction for Image-Sentence Retrieval WACV 2023
Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation ICCV 2023
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems INTERSPEECH 2023
Implicit Identity Driven Deepfake Face Swapping Detection CVPR 2023
Linear Partial Monitoring for Sequential Decision Making: Algorithms, Regret Bounds and Applications JMLR 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
Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation ICCV 2023
Adaptive Clustering Using Kernel Density Estimators JMLR 2023
Exploring Temporal Concurrency for Video-Language Representation Learning ICCV 2023
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023
Metrizing Weak Convergence with Maximum Mean Discrepancies JMLR 2023
Generalized Sum Pooling for Metric Learning ICCV 2023
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training ICCV 2023