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Metric Learning

2800 directly classified papers

Papers per year

Papers

Fast Graph Neural Tangent Kernel via Kronecker Sketching AAAI 2022
Explaining Preferences with Shapley Values NIPS 2022
TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition AAAI 2022
Linearity-Aware Subspace Clustering AAAI 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022
Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples AAAI 2022
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections AAAI 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
A Witness Two-Sample Test AISTATS 2022
Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval NAACL 2022
Structuring Representations Using Group Invariants NIPS 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022
Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NIPS 2022
Evaluating Graph Generative Models with Contrastively Learned Features NIPS 2022
Template based Graph Neural Network with Optimal Transport Distances NIPS 2022
Deconfounded Representation Similarity for Comparison of Neural Networks NIPS 2022
Kernel similarity matching with Hebbian networks NIPS 2022
Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022
GULP: a prediction-based metric between representations NIPS 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks NIPS 2022
Max-Margin Contrastive Learning AAAI 2022
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection EMNLP 2022
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022