Metric Learning

Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022 GULP: a prediction-based metric between representations NeurIPS 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval ICLR 2022 How Good Is Aesthetic Ability of a Fashion Model? CVPR 2022 Hybrid Relation Guided Set Matching for Few-Shot Action Recognition CVPR 2022 Hyperbolic Vision Transformers: Combining Improvements in Metric Learning CVPR 2022 Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022 Identifying Ambiguous Similarity Conditions via Semantic Matching CVPR 2022 Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing EMNLP 2022 Improving Voice Trigger Detection with Metric Learning Interspeech 2022 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022 Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention AAAI 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022 Is an Image Worth Five Sentences? A New Look Into Semantics for Image-Text Matching WACV 2022 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022 Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning ICLR 2022 Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections AAAI 2022 Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification CVPR 2022 Kernel similarity matching with Hebbian networks NeurIPS 2022 LASER: LAtent SpacE Rendering for 2D Visual Localization CVPR 2022 Learning Canonical F-Correlation Projection for Compact Multiview Representation CVPR 2022 Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration NAACL 2022