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Metric Learning

2800 directly classified papers

Papers per year

Papers

Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection CVPR 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning INTERSPEECH 2022
Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022
Part-Based Pseudo Label Refinement for Unsupervised Person Re-Identification CVPR 2022
Maximum Class Separation as Inductive Bias in One Matrix NIPS 2022
Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
Adaptive Rectangle Loss for Speaker Verification INTERSPEECH 2022
Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges IJCAI 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022
Robust Graph Structure Learning via Multiple Statistical Tests NIPS 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition AAAI 2022
Linearity-Aware Subspace Clustering AAAI 2022
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022
Adversarial Reweighting for Speaker Verification Fairness INTERSPEECH 2022
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data? AISTATS 2022
Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 2022
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NIPS 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SEMEVAL 2022
Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity SEMEVAL 2022
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric INTERSPEECH 2022
Learning to Hash Naturally Sorts IJCAI 2022