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Metric Learning

2800 directly classified papers

Papers per year

Papers

Matching Anything by Segmenting Anything CVPR 2024
Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging AAAI 2024
Pragmatically similar utterance finder demonstration INTERSPEECH 2024
Do Vision and Language Encoders Represent the World Similarly? CVPR 2024
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree NIPS 2024
Entity Linking in the Job Market Domain EACL 2024
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework NIPS 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024
Multi-View Randomized Kernel Classification via Nonconvex Optimization AAAI 2024
Aligning Alignments: Do Colexification and Distributional Similarity Align as Measures of cross-lingual Lexical Alignment? EMNLP 2024
DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning CVPR 2024
A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction AAAI 2024
Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content EMNLP 2024
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024
MGNet: Learning Correspondences via Multiple Graphs AAAI 2024
Deep Hierarchical Graph Alignment Kernels IJCAI 2024
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation CVPR 2024
Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024
A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024
Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval INTERSPEECH 2024
Contrastive losses as generalized models of global epistasis NIPS 2024
Threat Behavior Textual Search by Attention Graph Isomorphism EACL 2024
Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024