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Metric Learning

2800 directly classified papers

Papers per year

Papers

Pairwise Learning with Differential Privacy Guarantees AAAI 2020
Zero-Assignment Constraint for Graph Matching With Outliers CVPR 2020
Dysarthric Speech Recognition Based on Deep Metric Learning INTERSPEECH 2020
BLEU Neighbors: A Reference-less Approach to Automatic Evaluation EMNLP 2020
Speaker Representation Learning Using Global Context Guided Channel and Time-Frequency Transformations INTERSPEECH 2020
A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings INTERSPEECH 2020
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection JMLR 2020
metric-learn: Metric Learning Algorithms in Python JMLR 2020
pyDML: A Python Library for Distance Metric Learning JMLR 2020
Dual Conditional Cross Entropy Scores and LASER Similarity Scores for the WMT20 Parallel Corpus Filtering Shared Task EMNLP 2020
Moving in the Right Direction: A Regularization for Deep Metric Learning CVPR 2020
On Mahalanobis Distance in Functional Settings JMLR 2020
A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric EMNLP 2020
Model-Agnostic Metric for Zero-Shot Learning WACV 2020
Overlap Sampler for Region-Based Object Detection WACV 2020
Boosting Standard Classification Architectures Through a Ranking Regularizer WACV 2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank EMNLP 2020
Automated Assessment of Noisy Crowdsourced Free-text Answers for Hindi in Low Resource Setting EMNLP 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning WACV 2020
Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval AAAI 2020
Compositional Phrase Alignment and Beyond EMNLP 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020
Sparse Subspace Clustering with Entropy-Norm ICML 2020
Compressed Self-Attention for Deep Metric Learning with Low-Rank Approximation IJCAI 2020
GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems EMNLP 2020