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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

Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning CVPR 2023
UniFace: Unified Cross-Entropy Loss for Deep Face Recognition ICCV 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023
GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023
Identifying Ambiguous Similarity Conditions via Semantic Matching CVPR 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering IJCAI 2022
SAPA: Similarity-Aware Point Affiliation for Feature Upsampling NIPS 2022
Negative-Aware Attention Framework for Image-Text Matching CVPR 2022
Contextual Similarity Distillation for Asymmetric Image Retrieval CVPR 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer NIPS 2022
Attributable Visual Similarity Learning CVPR 2022
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NIPS 2022
Id-Free Person Similarity Learning CVPR 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022
Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022
Class-Agnostic Few-Shot Object Counting WACV 2021
Siamese Neural Networks for Detecting Complementary Products EACL 2021
Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021
Instance Similarity Learning for Unsupervised Feature Representation ICCV 2021
Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning CVPR 2021
Image-to-Image Retrieval by Learning Similarity between Scene Graphs AAAI 2021
Countering the Influence of Essay Length in Neural Essay Scoring EMNLP 2021
Scene Text Retrieval via Joint Text Detection and Similarity Learning CVPR 2021
Learning Compatible Embeddings ICCV 2021
DAM: Discrepancy Alignment Metric for Face Recognition ICCV 2021