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Metric Learning

2800 directly classified papers

Papers per year

Papers

Revisiting Source Context in Nearest Neighbor Machine Translation EMNLP 2023
Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks ICML 2023
User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems ICML 2023
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration ICML 2023
Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images WACV 2023
Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023
PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023
Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances ICML 2023
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training EMNLP 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023
Continual Learning in Linear Classification on Separable Data ICML 2023
Sample Complexity of Probability Divergences under Group Symmetry ICML 2023
Semantic Frame Induction with Deep Metric Learning EACL 2023
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals ICML 2023
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference ICML 2023
Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023
Is the ranking of PubMed similar articles good enough? An evaluation of text similarity methods for three datasets ACL 2023
CrossLoc3D: Aerial-Ground Cross-Source 3D Place Recognition ICCV 2023
Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples ACL 2023
Gallery Filter Network for Person Search WACV 2023
Data-Free Sketch-Based Image Retrieval CVPR 2023
Similarity Metric Learning for RGB-Infrared Group Re-Identification CVPR 2023