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Metric Learning

172 directly classified papers

Papers per year

Papers

Modality-Aware Bias Mitigation and Invariance Learning for Unsupervised Visible-Infrared Person Re-Identification AAAI 2026
Deepfake Detection that Generalizes Across Benchmarks WACV 2026
WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025
Solving Instance Detection from an Open-World Perspective CVPR 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025
Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025
Int*-Match: Balancing Intra-Class Compactness and Inter-Class Discrepancy for Semi-Supervised Speaker Recognition AAAI 2025
Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025
Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025
Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation CVPR 2025
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025
TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025
Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024
Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024
State Chrono Representation for Enhancing Generalization in Reinforcement Learning NIPS 2024
Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
Beyond Average: Individualized Visual Scanpath Prediction CVPR 2024