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Metric Learning

2800 directly classified papers

Papers per year

Papers

CapsuleRRT: Relationships-Aware Regression Tracking via Capsules CVPR 2021
A Graph-based Relevance Matching Model for Ad-hoc Retrieval AAAI 2021
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021
Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression AISTATS 2021
Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021
Local Relation Learning for Face Forgery Detection AAAI 2021
Efficient Nearest Neighbor Language Models EMNLP 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021
Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021
Context-Aware Interaction Network for Question Matching EMNLP 2021
SWEAT: Scoring Polarization of Topics across Different Corpora EMNLP 2021
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning CVPR 2021
RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection IJCAI 2021
Targeted Keyword Filtering for Accelerated Spoken Topic Identification INTERSPEECH 2021
Acoustic Scene Classification Using Kervolution-Based SubSpectralNet INTERSPEECH 2021
WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis EMNLP 2021
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora EMNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
Continuous Speech Separation Using Speaker Inventory for Long Recording INTERSPEECH 2021
Manifold-Aware Deep Clustering: Maximizing Angles Between Embedding Vectors Based on Regular Simplex INTERSPEECH 2021
Supervised Tree-Wasserstein Distance ICML 2021
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression ICML 2021
Efficient Classification with Adaptive KNN AAAI 2021