Metric Learning

Faster Algorithms for Learning Convex Functions ICML 2022 Fast Graph Neural Tangent Kernel via Kronecker Sketching AAAI 2022 Feature Collapsing for Gaussian Process Variable Ranking AISTATS 2022 Few-Shot Cross-Lingual Learning for Event Detection EMNLP 2022 Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NeurIPS 2022 Few-Shot Learning with Siamese Networks and Label Tuning ACL 2022 Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022 FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation EMNLP 2022 Fine-Grained matching with multi-perspective similarity modeling for cross-modal retrieval UAI 2022 Fine-Grained Predicates Learning for Scene Graph Generation CVPR 2022 FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights EMNLP 2022 FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022 From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022 Frustratingly Easy Transferability Estimation ICML 2022 GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SemEval 2022 Generalization and Robustness Implications in Object-Centric Learning ICML 2022 Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition Interspeech 2022 Generative Pretraining for Paraphrase Evaluation ACL 2022 Geometric Order Learning for Rank Estimation NeurIPS 2022 Geometric Transformer for Fast and Robust Point Cloud Registration CVPR 2022 GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022 Graph-based Nearest Neighbor Search in Hyperbolic Spaces ICLR 2022 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022 GREED: A Neural Framework for Learning Graph Distance Functions NeurIPS 2022 Greedy modality selection via approximate submodular maximization UAI 2022