Metric Learning

Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022 Part-Based Pseudo Label Refinement for Unsupervised Person Re-Identification CVPR 2022 Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings AAAI 2022 Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022 PECOS: Prediction for Enormous and Correlated Output Spaces JMLR 2022 Personalized Keyword Spotting through Multi-task Learning Interspeech 2022 Pose-Invariant Face Recognition via Adaptive Angular Distillation AAAI 2022 PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval AAAI 2022 Project and Forget: Solving Large-Scale Metric Constrained Problems JMLR 2022 Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022 Prototypical speaker-interference loss for target voice separation using non-parallel audio samples Interspeech 2022 Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022 Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022 Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task EMNLP 2022 Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022 Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022 R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm SemEval 2022 Random Graph Matching in Geometric Models: the Case of Complete Graphs COLT 2022 Ranking Distance Calibration for Cross-Domain Few-Shot Learning CVPR 2022 RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022 RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction EMNLP 2022 Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022 Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples EMNLP 2022 Re-evaluating Word Mover’s Distance ICML 2022 Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation IJCAI 2022