Metric Learning

How Classification Baseline Works for Deep Metric Learning: A Perspective of Metric Space ACML 2024 Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024 Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection AAAI 2024 Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NeurIPS 2024 LoS: Local Structure-Guided Stereo Matching CVPR 2024 Metric Learning from Limited Pairwise Preference Comparisons UAI 2024 Relational Proxy Loss for Audio-Text based Keyword Spotting Interspeech 2024 Robust Similarity Learning with Difference Alignment Regularization ICLR 2024 SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024 SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024 SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024 Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024 Understanding Hyperbolic Metric Learning Through Hard Negative Sampling WACV 2024 A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection AAAI 2023 Ada$^2$NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning ACML 2023 Advancing Deep Metric Learning With Adversarial Robustness ACML 2023 Contrastive Attention Networks for Attribution of Early Modern Print AAAI 2023 Coverage-based Example Selection for In-Context Learning EMNLP 2023 Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning CVPR 2023 Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification AAAI 2023 Deep Hashing With Minimal-Distance-Separated Hash Centers CVPR 2023 DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023 Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation ACML 2023 Flexible 3D Lane Detection by Hierarchical Shape Matching AAAI 2023 Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023