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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

Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026
Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization WACV 2026
Overcoming Fine-Grained Visual Challenges in Animal Re-Identification via Semantic Feature Alignment WACV 2026
DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency AAAI 2026
Identity Verification from Human Scent using Channel Representation of 2D Gas Chromatography-Mass Spectrometry Data WACV 2026
UniC-Lift: Unified 3D Instance Segmentation via Contrastive Learning AAAI 2026
RIS-LAD: A Benchmark and Model for Referring Image Segmentation in Low-Altitude Drone Imagery AAAI 2026
Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV 2026
Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery WACV 2026
DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026
twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025
RareCLIP: Rarity-aware Online Zero-shot Industrial Anomaly Detection ICCV 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Neural Compression for 3D Geometry Sets ICCV 2025
Person De-reidentification: A Variation-guided Identity Shift Modeling CVPR 2025
Deep Multi-modal Graph Clustering via Graph Transformer Network AAAI 2025
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025
Understanding Matters: Semantic-Structural Determined Visual Relocalization for Large Scenes IJCAI 2025
Temperature in Cosine-based Softmax Loss ICCV 2025
Semantic Ambiguity Modeling and Propagation for Fine-Grained Visual Cross View Geo-Localization AAAI 2025
Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding WACV 2025
GECO: Geometrically Consistent Embedding with Lightspeed Inference ICCV 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025
From Crayons to Code: AI-Driven Insights into a Child’s Mental Health Through Drawings AAAI 2025
Wrapped Partial Label Dimensionality Reduction via Dependence Maximization IJCAI 2025