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Metric Learning

2800 directly classified papers

Papers per year

Papers

Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty INTERSPEECH 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval IJCNLP 2021
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) IJCNLP 2021
Tracking Semantic Change in Cognate Sets for English and Romance Languages IJCNLP 2021
Knowing the No-match: Entity Alignment with Dangling Cases IJCNLP 2021
Efficient Nearest Neighbor Language Models EMNLP 2021
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping IJCNLP 2021
Adaptive Nearest Neighbor Machine Translation IJCNLP 2021
Nearest neighbour approaches for Emotion Detection in Tweets EACL 2021
Masked Proxy Loss for Text-Independent Speaker Verification INTERSPEECH 2021
Locality Preserving Loss: Neighbors that Live together, Align together EACL 2021
AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning ICCV 2021
Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products NAACL 2021
Feature Interactive Representation for Point Cloud Registration ICCV 2021
Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ICCV 2021
Measuring Similarity of Opinion-bearing Sentences EMNLP 2021
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss AISTATS 2021
Learning Compatible Embeddings ICCV 2021
Semantic Answer Similarity for Evaluating Question Answering Models EMNLP 2021
Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator EMNLP 2021
Similarity measure for sparse time course data based on Gaussian processes UAI 2021
Aligning Time Series on Incomparable Spaces AISTATS 2021
Importance Estimation from Multiple Perspectives for Keyphrase Extraction EMNLP 2021
Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP 2021
Argumentation-Driven Evidence Association in Criminal Cases EMNLP 2021