metric learning

On Metric Learning for Audio-Text Cross-Modal Retrieval Interspeech 2022 On the Learning and Learnability of Quasimetrics ICLR 2022 OpenAUC: Towards AUC-Oriented Open-Set Recognition NeurIPS 2022 Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022 Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings AAAI 2022 Project and Forget: Solving Large-Scale Metric Constrained Problems JMLR 2022 Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance ICML 2022 Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022 Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022 Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022 Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022 Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation IJCAI 2022 Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NeurIPS 2022 Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022 Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022 Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough AAAI 2022 RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation CVPR 2022 Robust Graph Structure Learning via Multiple Statistical Tests NeurIPS 2022 Robust textual embedding against word-level adversarial attacks UAI 2022 RoMe: A Robust Metric for Evaluating Natural Language Generation ACL 2022 Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? Interspeech 2022 SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022 SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning WACV 2022 Self-Taught Metric Learning Without Labels CVPR 2022 Semantic Cross Attention for Few-shot Learning ACML 2022