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Metric Learning

2800 directly classified papers

Papers per year

Papers

A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024
Match More, Extract Better! Hybrid Matching Model for Open Domain Web Keyphrase Extraction ACL 2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NIPS 2024
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree NIPS 2024
Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content CONLL 2024
Contrastive losses as generalized models of global epistasis NIPS 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024
MGNet: Learning Correspondences via Multiple Graphs AAAI 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework NIPS 2024
Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024
Cross-Covariate Gait Recognition: A Benchmark AAAI 2024
Do Speaker-dependent Vowel Characteristics depend on Speech Style? INTERSPEECH 2024
CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection AAAI 2024
Adaptive Manifold for Imbalanced Transductive Few-Shot Learning WACV 2024
Deep Metric Learning With Chance Constraints WACV 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024
Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024
ArcGeo: Localizing Limited Field-of-View Images Using Cross-View Matching WACV 2024
Neural Embeddings for kNN Search in Biological Sequence AAAI 2024
FaceCoresetNet: Differentiable Coresets for Face Set Recognition AAAI 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024
Learning to Embed Distributions via Maximum Kernel Entropy NIPS 2024
Aligning Alignments: Do Colexification and Distributional Similarity Align as Measures of cross-lingual Lexical Alignment? CONLL 2024