Metric Learning

MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting NeurIPS 2023 MMEL: A Joint Learning Framework for Multi-Mention Entity Linking UAI 2023 MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023 MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID CVPR 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry ICML 2023 Multilateral Semantic Relations Modeling for Image Text Retrieval CVPR 2023 Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation MIDL 2023 Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling JMLR 2023 Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents EMNLP 2023 Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions NeurIPS 2023 Neural Bregman Divergences for Distance Learning ICLR 2023 Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting IJCAI 2023 Nyström M-Hilbert-Schmidt independence criterion UAI 2023 On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data NeurIPS 2023 On Manipulating Weight Predictions in Signed Weighted Networks AAAI 2023 On the Ability of Graph Neural Networks to Model Interactions Between Vertices NeurIPS 2023 On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations ICLR 2023 On the Stability and Generalization of Triplet Learning AAAI 2023 Open Anomalous Trajectory Recognition via Probabilistic Metric Learning IJCAI 2023 Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023 Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference ICML 2023 Ordered and Binary Speaker Embedding Interspeech 2023 Pairwise Similarity Learning is SimPLE ICCV 2023 Panoptic Compositional Feature Field for Editable Scene Rendering With Network-Inferred Labels via Metric Learning CVPR 2023