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Metric Learning

2800 directly classified papers

Papers per year

Papers

Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models ICML 2022
Frustratingly Easy Transferability Estimation ICML 2022
Batched Dueling Bandits ICML 2022
Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage ICML 2022
Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time ICML 2022
Fine-Grained matching with multi-perspective similarity modeling for cross-modal retrieval UAI 2022
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching AAAI 2022
MAPS: Multimodal Attention for Product Similarity WACV 2022
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval NAACL 2022
RoMe: A Robust Metric for Evaluating Natural Language Generation ACL 2022
Coded Residual Transform for Generalizable Deep Metric Learning NIPS 2022
Leveraging the Wikipedia Graph for Evaluating Word Embeddings IJCAI 2022
Non-parametric Online Learning from Human Feedback for Neural Machine Translation AAAI 2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022
CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022
CATrans: Context and Affinity Transformer for Few-Shot Segmentation IJCAI 2022
JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions NAACL 2022
Negative-Aware Attention Framework for Image-Text Matching CVPR 2022
How Good Is Aesthetic Ability of a Fashion Model? CVPR 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SEMEVAL 2022
Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022
Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings AAAI 2022