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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

Mobile Based Human Identification Using Forehead Creases: Application and Assessment Under COVID-19 Masked Face Scenarios WACV 2022
HairCLIP: Design Your Hair by Text and Reference Image CVPR 2022
Continual Learning for Visual Search With Backward Consistent Feature Embedding CVPR 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation NIPS 2022
Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022
Coded Residual Transform for Generalizable Deep Metric Learning NIPS 2022
Rethinking Semantic Segmentation: A Prototype View CVPR 2022
Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022
A Closer Look at Prototype Classifier for Few-shot Image Classification NIPS 2022
Learning Contrastive Embedding in Low-Dimensional Space NIPS 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding CVPR 2022
On Embeddings for Numerical Features in Tabular Deep Learning NIPS 2022
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022
Imbalance Trouble: Revisiting Neural-Collapse Geometry NIPS 2022
Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022
Implicit Sample Extension for Unsupervised Person Re-Identification CVPR 2022
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning WACV 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences CVPR 2022
Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification CVPR 2022
Dense Interspecies Face Embedding NIPS 2022
Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment CVPR 2022
Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022
Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting INTERSPEECH 2022
Rethinking Visual Geo-Localization for Large-Scale Applications CVPR 2022