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Metric Learning

2800 directly classified papers

Papers per year

Papers

Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits AISTATS 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning AISTATS 2024
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels AISTATS 2024
Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging AAAI 2024
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives NAACL 2024
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation CVPR 2024
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework NIPS 2024
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
Learning to Embed Distributions via Maximum Kernel Entropy NIPS 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation CVPR 2024
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval AAAI 2024
Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024
Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval CVPR 2024
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition EACL 2024
Threat Behavior Textual Search by Attention Graph Isomorphism EACL 2024
ArcGeo: Localizing Limited Field-of-View Images Using Cross-View Matching WACV 2024
Consistent Optimal Transport with Empirical Conditional Measures AISTATS 2024
A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024
Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024