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similarity learning

124 papers

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metric learning (1189) representation learning (6174) embedding learning (609) image retrieval (599) feature embedding (312) unsupervised learning (3255) convolutional neural network (4216) contrastive learning (3979) person re-identification (554) deep metric learning (123)

Papers

SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026
A Paradigm Shift in High-Resolution Depth Estimation Using SPAD-Based LiDAR Histograms: From Signal Filtering to Lightweight Similarity Learning AAAI 2026
Noisy Correspondence Learning with Modality Gap Direction Correction AAAI 2026
SFGA: Similarity-Constrained Fusion Learning for Unsupervised Anomaly Detection in Multiplex Graphs AAAI 2026
Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025
Interactive Medical Image Analysis with Concept-based Similarity Reasoning CVPR 2025
Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025
DUQ: Dual Uncertainty Quantification for Text-Video Retrieval IJCAI 2025
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025
Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels CVPR 2025
Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024
Enabling Cross-Platform Comparison of Online Communities Using Content and Opinion Similarity EMNLP 2024
GIL-IIMAS UNAM at SemEval-2024 Task 1: SAND: An In Depth Analysis of Semantic Relatedness Using Regression and Similarity Characteristics SEMEVAL 2024
Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering AAAI 2024
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024
Learning Place Cell Representations and Context-Dependent Remapping NIPS 2024
ProcSim: Proxy-Based Confidence for Robust Similarity Learning WACV 2024
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024
GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023
A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection AAAI 2023
Exploiting Knowledge about Discourse Relations for Implicit Discourse Relation Classification ACL 2023
Boosting Few-Shot Open-Set Recognition with Multi-Relation Margin Loss IJCAI 2023
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning CVPR 2023
SliceMatch: Geometry-Guided Aggregation for Cross-View Pose Estimation CVPR 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023