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feature embedding

312 papers

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metric learning (1189) representation learning (6174) person re-identification (554) contrastive learning (3979) convolutional neural network (4216) image retrieval (599) unsupervised learning (3255) few-shot learning (3390) deep metric learning (123) self-supervised learning (3751)

Papers

Sequential Recommendation with Probabilistic Logical Reasoning IJCAI 2023
Uncertainty-aware Unsupervised Multi-Object Tracking ICCV 2023
MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking CVPR 2023
Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023
HNeRV: A Hybrid Neural Representation for Videos CVPR 2023
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NIPS 2023
Depth-discriminative Metric Learning for Monocular 3D Object Detection NIPS 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation NIPS 2023
Unsupervised Deep Embedded Fusion Representation of Single-Cell Transcriptomics AAAI 2023
QuadAttac$K$: A Quadratic Programming Approach to Learning Ordered Top-$K$ Adversarial Attacks NIPS 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
Multi-View Action Recognition Using Contrastive Learning WACV 2023
Isometric Manifold Learning Using Hierarchical Flow AAAI 2023
Combating Mode Collapse via Offline Manifold Entropy Estimation AAAI 2023
Demystifying Randomly Initialized Networks for Evaluating Generative Models AAAI 2023
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval ICCV 2023
UniFace: Unified Cross-Entropy Loss for Deep Face Recognition ICCV 2023
Compact Transformer Tracker with Correlative Masked Modeling AAAI 2023
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems NIPS 2023
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023
DC-Former: Diverse and Compact Transformer for Person Re-identification AAAI 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning ICCV 2023
Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023
Relation Preserving Triplet Mining for Stabilising the Triplet Loss In re-Identification Systems WACV 2023
ICD-Face: Intra-class Compactness Distillation for Face Recognition ICCV 2023