metric learning

1189 papers

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FTML UML MLKML ML SPD DML MNR

Co-occurring keywords

representation learning (6174) few-shot learning (3390) image retrieval (599) embedding learning (609) person re-identification (554) convolutional neural network (4216) contrastive learning (3979) triplet loss (192) feature embedding (312) feature learning (1309)

Papers

HashReID: Dynamic Network With Binary Codes for Efficient Person Re-Identification WACV 2024

Matching Anything by Segmenting Anything CVPR 2024

Understanding the Role of the Projector in Knowledge Distillation AAAI 2024

Adaptive Manifold for Imbalanced Transductive Few-Shot Learning WACV 2024

Beyond Reference: Evaluating High Quality Translations Better than Human References EMNLP 2024

Few-Shot Object Detection with Foundation Models CVPR 2024

FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval AAAI 2024

SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024

CLULab-UofA at SemEval-2024 Task 8: Detecting Machine-Generated Text Using Triplet-Loss-Trained Text Similarity and Text Classification SEMEVAL 2024

Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024

Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024

Primitive-Based 3D Human-Object Interaction Modelling and Programming AAAI 2024

Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images WACV 2024

ArcGeo: Localizing Limited Field-of-View Images Using Cross-View Matching WACV 2024

Understanding Hyperbolic Metric Learning Through Hard Negative Sampling WACV 2024

CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection AAAI 2024

Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification WACV 2024

Learning Embeddings for Sequential Tasks Using Population of Agents IJCAI 2024

Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024

Embedding Learning for Preference-based Speech Quality Assessment INTERSPEECH 2024

KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024

Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024

Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification AAAI 2024

Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024