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Metric Learning

2800 directly classified papers

Papers per year

Papers

Structuring Representations Using Group Invariants NIPS 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Non-separable Spatio-temporal Graph Kernels via SPDEs AISTATS 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022
FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights EMNLP 2022
Automated Sifting of Stories from Simulated Storyworlds IJCAI 2022
Deconfounded Representation Similarity for Comparison of Neural Networks NIPS 2022
Visualizing Paired Image Similarity in Transformer Networks WACV 2022
Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NIPS 2022
Learning With Label Noise for Image Retrieval by Selecting Interactions WACV 2022
Template based Graph Neural Network with Optimal Transport Distances NIPS 2022
Robust Graph Structure Learning via Multiple Statistical Tests NIPS 2022
Max-Margin Contrastive Learning AAAI 2022
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022
Multi-view Subspace Clustering on Topological Manifold NIPS 2022
GULP: a prediction-based metric between representations NIPS 2022
An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022
Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022
Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022
Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough AAAI 2022
TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition AAAI 2022
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022