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Metric Learning

2800 directly classified papers

Papers per year

Papers

A Witness Two-Sample Test AISTATS 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022
Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022
Sublinear Time Approximation of Text Similarity Matrices AAAI 2022
I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022
Robust Graph Structure Learning via Multiple Statistical Tests NIPS 2022
GREED: A Neural Framework for Learning Graph Distance Functions NIPS 2022
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NIPS 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing EMNLP 2022
Multi-view Subspace Clustering on Topological Manifold NIPS 2022
Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval NIPS 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection EMNLP 2022
Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022
Transport-Oriented Feature Aggregation for Speaker Embedding Learning INTERSPEECH 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics COLING 2022
Explaining Preferences with Shapley Values NIPS 2022
Structuring Representations Using Group Invariants NIPS 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting INTERSPEECH 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022