Metric Learning

Small Transformers Compute Universal Metric Embeddings JMLR 2023 SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities NeurIPS 2023 Spatialization Quality Metric for Binaural Speech Interspeech 2023 SSML-QNet: Scale-Separative Metric Learning Quadruplet Network for Multi-modal Image Patch Matching IJCAI 2023 Stability-penalty-adaptive follow-the-regularized-leader: Sparsity, game-dependency, and best-of-both-worlds NeurIPS 2023 Stable Learning via Sparse Variable Independence AAAI 2023 Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023 Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023 StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023 Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023 Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition Interspeech 2023 Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization ICML 2023 SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023 Switchable Representation Learning Framework With Self-Compatibility CVPR 2023 T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023 Tanimoto Random Features for Scalable Molecular Machine Learning NeurIPS 2023 TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation ACL 2023 TaskMet: Task-driven Metric Learning for Model Learning NeurIPS 2023 T-distributed Spherical Feature Representation for Imbalanced Classification AAAI 2023 The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study AISTATS 2023 The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time JMLR 2023 This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers ICLR 2023 Tight Performance Guarantees of Imitator Policies with Continuous Actions AAAI 2023 TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification EMNLP 2023 Topological RANSAC for instance verification and retrieval without fine-tuning NeurIPS 2023